{"id":44369,"date":"2026-09-21T14:00:30","date_gmt":"2026-09-21T18:00:30","guid":{"rendered":"https:\/\/intosaijournal.org\/journal-entry\/open-data-and-ai-driven-geospatial-analysis-scaling-risk-assessment-of-post-flood-emergency-grants-to-the-full-population\/"},"modified":"2026-10-16T17:15:51","modified_gmt":"2026-10-16T21:15:51","slug":"open-data-and-ai-driven-geospatial-analysis-scaling-risk-assessment-of-post-flood-emergency-grants-to-the-full-population","status":"publish","type":"journal-entry","link":"https:\/\/intosaijournal.org\/ar\/journal-entry\/open-data-and-ai-driven-geospatial-analysis-scaling-risk-assessment-of-post-flood-emergency-grants-to-the-full-population\/","title":{"rendered":"\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a: \u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642 \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0644\u0645\u0646\u062d \u0627\u0644\u0637\u0648\u0627\u0631\u0626 \u0641\u064a \u0645\u0631\u062d\u0644\u0629 \u0645\u0627 \u0628\u0639\u062f \u0627\u0644\u0641\u064a\u0636\u0627\u0646 \u0644\u064a\u0634\u0645\u0644 \u062c\u0645\u064a\u0639 \u0627\u0644\u0633\u0643\u0627\u0646"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><em>\u0645\u0646 \u0625\u0639\u062f\u0627\u062f: \u062e\u0648\u0627\u0643\u064a\u0646 \u0625\u0632\u0643\u0648\u064a\u0631\u062f\u0648 \u0628\u064a\u0631\u064a\u0633\u060c \u0643\u0628\u064a\u0631 \u0645\u062f\u0642\u0642\u064a\u0646\u060c \u0645\u0643\u062a\u0628 \u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0641\u064a \u0641\u0627\u0644\u0646\u0633\u064a\u0627 (\u062c\u0647\u0627\u0632 \u062a\u062f\u0642\u064a\u0642 \u0625\u0642\u0644\u064a\u0645 \u0641\u0627\u0644\u0646\u0633\u064a\u0627\u060c \u0623\u0633\u0628\u0627\u0646\u064a\u0627)<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><strong>\u0645\u0644\u062e\u0651\u0635<\/strong><\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0641\u064a 29 \u0623\u0643\u062a\u0648\u0628\u0631\/\u062a\u0634\u0631\u064a\u0646 \u0627\u0644\u0623\u0648\u0644 2024\u060c \u062a\u0633\u0628\u0651\u0628\u062a &#8220;DANA&#8221; &#8211; \u0648\u0647\u064a \u0627\u062e\u062a\u0635\u0627\u0631 \u0623\u0633\u0628\u0627\u0646\u064a \u0644\u0639\u0628\u0627\u0631\u0629 &#8220;\u0645\u0646\u062e\u0641\u0636 \u062c\u0648\u064a \u0645\u0639\u0632\u0648\u0644 \u0641\u0648\u0642 \u0627\u0644\u0628\u062d\u0631 \u0627\u0644\u0623\u0628\u064a\u0636 \u0627\u0644\u0645\u062a\u0648\u0633\u0637&#8221; \u2013 \u0641\u064a \u0625\u062d\u062f\u0627\u062b \u0641\u064a\u0636\u0627\u0646\u0627\u062a \u0645\u0641\u0627\u062c\u0626\u0629 \u0643\u0627\u0631\u062b\u064a\u0629 \u0639\u0628\u0631 \u0625\u0642\u0644\u064a\u0645 \u0641\u0627\u0644\u0646\u0633\u064a\u0627 \u0641\u064a \u0623\u0633\u0628\u0627\u0646\u064a\u0627. \u0641\u0641\u064a \u063a\u0636\u0648\u0646 \u0633\u0627\u0639\u0627\u062a\u060c \u062a\u0644\u0642\u0651\u062a \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0628\u0644\u062f\u0627\u062a \u0623\u0645\u0637\u0627\u0631\u0627\u064b \u063a\u0632\u064a\u0631\u0629 \u062a\u0639\u0627\u062f\u0644 \u0645\u062a\u0633\u0627\u0642\u0637\u0627\u062a \u0639\u0627\u0645 \u0643\u0627\u0645\u0644\u060c \u0625\u0630 \u0628\u0644\u063a\u062a \u0630\u0631\u0648\u062a\u0647\u0627 771 \u0644\u064a\u062a\u0631\u0627\u064b \u0644\u0643\u0644\u0651 \u0645\u062a\u0631 \u0645\u0631\u0628\u0639\u060c \u0645\u0645\u0627 \u0623\u062f\u0651\u0649 \u0625\u0644\u0649 \u062a\u062f\u0645\u064a\u0631 \u0628\u0644\u062f\u0627\u062a \u0628\u0623\u0643\u0645\u0644\u0647\u0627\u060c \u0648\u062a\u0631\u0643 \u0627\u0644\u0622\u0644\u0627\u0641 \u0639\u0627\u0644\u0642\u064a\u0646\u060c \u0648\u0625\u0644\u062d\u0627\u0642 \u0627\u0644\u0636\u0631\u0631 \u0628\u0623\u0643\u062b\u0631 \u0645\u0646 60,000 \u0645\u0633\u0643\u0646\u060c \u0648\u062a\u062f\u0645\u064a\u0631 \u0623\u0643\u062b\u0631 \u0645\u0646 130,000 \u0645\u0631\u0643\u0628\u0629\u060c \u0648\u0648\u0642\u0648\u0639 230 \u0636\u062d\u064a\u0651\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u062e\u0644\u0627\u0644 \u0623\u0633\u0627\u0628\u064a\u0639\u060c \u0646\u0634\u0631\u062a \u062d\u0643\u0648\u0645\u0629 \u0627\u0644\u0625\u0642\u0644\u064a\u0645 \u0625\u0637\u0627\u0631\u0627\u064b \u0634\u0627\u0645\u0644\u0627\u064b \u0644\u0644\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0641\u064a \u0645\u0631\u062d\u0644\u0629 \u0645\u0627 \u0628\u0639\u062f \u0627\u0644\u0643\u0648\u0627\u0631\u062b \u062a\u062c\u0627\u0648\u0632\u062a \u0642\u064a\u0645\u062a\u0647 2,000 \u0645\u0644\u064a\u0648\u0646 \u064a\u0648\u0631\u0648 \u0627\u0639\u062a\u0628\u0627\u0631\u0627\u064b \u0645\u0646 \u0645\u0627\u0631\u0633\/\u0622\u0630\u0627\u0631 2026\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0628\u0631\u0646\u0627\u0645\u062c \u0645\u0646\u062d \u0645\u0628\u0627\u0634\u0631\u0629 (&#8220;\u0627\u0644\u0645\u0639\u0648\u0646\u0629 \u0645\u0646 \u0623\u062c\u0644 \u0627\u0644\u0633\u0644\u0639 \u0627\u0644\u0645\u0646\u0632\u0644\u064a\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629&#8221;) \u0644\u062a\u0639\u0648\u064a\u0636 \u0627\u0644\u0623\u0633\u0631 \u0627\u0644\u0645\u062a\u0636\u0631\u0651\u0631\u0629 \u0639\u0646 \u0641\u0642\u062f\u0627\u0646 \u0627\u0644\u0645\u0648\u0627\u062f \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0641\u064a \u0645\u0633\u0627\u0643\u0646\u0647\u0627 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629. \u0648\u0644\u0641\u062d\u0635 \u062c\u0645\u064a\u0639 \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0628\u0627\u0644\u063a \u0639\u062f\u062f\u0647\u0627 27,282 \u0641\u064a \u0625\u0637\u0627\u0631 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0645\u062a\u064a\u0627\u0632 \u0647\u0630\u0627\u060c \u0635\u0645\u0651\u0645 \u062c\u0647\u0627\u0632 \u062a\u062f\u0642\u064a\u0642 \u0625\u0642\u0644\u064a\u0645 \u0641\u0627\u0644\u0646\u0633\u064a\u0627 \u0645\u0646\u0647\u062c\u064a\u0629 \u0645\u0624\u062a\u0645\u062a\u0651\u0629 \u062a\u062f\u0645\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629\u060c \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u060c \u0648\u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0628\u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u0648\u0627\u0644\u0635\u0651\u064a\u0627\u063a\u0629 \u0628\u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u2013 \u0644\u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0639\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0641\u0631\u062f\u064a \u0628\u062f\u0648\u0646 \u0627\u0644\u0644\u062c\u0648\u0621 \u0625\u0644\u0649 \u0623\u062e\u0630 \u0627\u0644\u0639\u064a\u0651\u0646\u0627\u062a.<\/p>\n\n\n\n<figure class=\"wp-block-image alignwide size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1326\" height=\"880\" src=\"https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis1.png\" alt=\"\" class=\"wp-image-44376\" srcset=\"https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis1.png 1326w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis1-300x199.png 300w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis1-767x509.png 767w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis1-193x128.png 193w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis1-1024x680.png 1024w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis1-310x206.png 310w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis1-467x310.png 467w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis1-426x282.png 426w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis1-1320x876.png 1320w\" sizes=\"auto, (max-width: 1326px) 100vw, 1326px\" \/><figcaption class=\"wp-element-caption\">\u0627\u0644\u0634\u0643\u0644 \u0631\u0642\u0645 1. \u0627\u0644\u0645\u0646\u062e\u0641\u0636 \u0627\u0644\u062c\u0648\u064a \u0627\u0644\u0645\u0639\u0632\u0648\u0644 \u0641\u0648\u0642 \u0627\u0644\u0628\u062d\u0631 \u0627\u0644\u0623\u0628\u064a\u0636 \u0627\u0644\u0645\u062a\u0648\u0633\u0637 \u0641\u064a \u0641\u0627\u0644\u0646\u0633\u064a\u0627 2024: \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629. \u0627\u0644\u0645\u0635\u062f\u0631: \u062c\u0647\u0627\u0632 \u062a\u062f\u0642\u064a\u0642 \u0625\u0642\u0644\u064a\u0645 \u0641\u0627\u0644\u0646\u0633\u064a\u0627.<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><strong>1. \u0627\u0644\u062e\u0644\u0641\u064a\u0629 \u0648\u0627\u062e\u062a\u0635\u0627\u0635 \u0627\u0644\u062a\u062f\u0642\u064a\u0642<\/strong><\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0641\u064a \u0623\u0639\u0642\u0627\u0628 \u0627\u0644\u0641\u064a\u0636\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0633\u0628\u0651\u0628 \u0628\u0647\u0627 \u0627\u0644\u0645\u0646\u062e\u0641\u0636 \u0627\u0644\u062c\u0648\u064a \u0627\u0644\u0645\u0639\u0632\u0648\u0644 \u0641\u0648\u0642 \u0627\u0644\u0628\u062d\u0631 \u0627\u0644\u0623\u0628\u064a\u0636 \u0627\u0644\u0645\u062a\u0648\u0633\u0637 \u0641\u064a \u0623\u0643\u062a\u0648\u0628\u0631\/\u062a\u0634\u0631\u064a\u0646 \u0627\u0644\u0623\u0648\u0644 2024\u060c \u0648\u0627\u0644\u062a\u064a \u0634\u0643\u0651\u0644\u062a \u0627\u0644\u0643\u0627\u0631\u062b\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0627\u0644\u0623\u0643\u062b\u0631 \u062d\u0635\u062f\u0627\u064b \u0644\u0644\u0623\u0631\u0648\u0627\u062d \u0641\u064a \u0623\u0633\u0628\u0627\u0646\u064a\u0627 \u0641\u064a \u0627\u0644\u062a\u0627\u0631\u064a\u062e \u0627\u0644\u062d\u062f\u064a\u062b\u060c \u0623\u0642\u0631\u0651\u062a \u062d\u0643\u0648\u0645\u0629 \u0627\u0644\u0625\u0642\u0644\u064a\u0645 \u0645\u0646\u062d\u0627\u064b \u0645\u0628\u0627\u0634\u0631\u0629 \u0648\u0635\u0644\u062a \u0625\u0644\u0649 9,000 \u064a\u0648\u0631\u0648 \u0644\u0645\u0627\u0644\u0643\u064a \u0648\u0645\u0633\u062a\u0623\u062c\u0631\u064a \u0627\u0644\u0645\u0633\u0627\u0643\u0646 \u0627\u0644\u0645\u062a\u0636\u0631\u0651\u0631\u0629 \u0644\u0644\u062a\u0639\u0648\u064a\u0636 \u0639\u0646 \u0641\u0642\u062f\u0627\u0646 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u0646\u0632\u0644\u064a\u0629 \u0648\u063a\u064a\u0631\u0647\u0627 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u0644\u0632\u0645\u0627\u062a \u0627\u0644\u0645\u0646\u0632\u0644\u064a\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629. \u0648\u0623\u064f\u0639\u0637\u064a\u064e\u062a \u0627\u0644\u0645\u0646\u062d \u0628\u062f\u0648\u0646 \u062a\u0642\u064a\u064a\u0645 \u0645\u0633\u0628\u0642\u060c \u0648\u0643\u0627\u0646\u062a \u062d\u0635\u0631\u0627\u064b \u0639\u0644\u0649 \u0623\u0633\u0627\u0633 \u0625\u0642\u0631\u0627\u0631 \u0645\u0633\u0624\u0648\u0644 \u0645\u0648\u0642\u0651\u0639 \u0645\u0646 \u0645\u0642\u062f\u0651\u0645 \u0627\u0644\u0637\u0644\u0628 \u064a\u0624\u0643\u0651\u062f \u0623\u0646\u064e\u0651 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u0646\u0632\u0644\u064a\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0641\u064a \u0645\u0643\u0627\u0646 \u0625\u0642\u0627\u0645\u062a\u0647 \u0627\u0644\u0631\u0626\u064a\u0633\u064a \u0642\u062f \u062a\u0636\u0631\u0651\u0631\u062a \u0646\u062a\u064a\u062c\u0629 \u0644\u0644\u0641\u064a\u0636\u0627\u0646\u0627\u062a &#8211; \u0648\u0647\u0648 \u062a\u0635\u0645\u064a\u0645 \u0648\u0636\u0639 \u0639\u0628\u0621 \u0627\u0644\u0625\u062b\u0628\u0627\u062a \u0627\u0644\u0643\u0627\u0645\u0644 \u0639\u0644\u0649 \u0645\u0642\u062f\u0651\u0645 \u0627\u0644\u0637\u0644\u0628 \u0648\u0623\u0648\u062c\u062f \u0633\u064a\u0646\u0627\u0631\u064a\u0648 \u0639\u0627\u0644\u064a \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0645\u0646 \u0645\u0646\u0638\u0648\u0631 \u0627\u0644\u062a\u062d\u0643\u0651\u0645\u060c \u0648\u062a\u062d\u062f\u064a\u062f\u0627\u064b \u0645\u0646 \u0627\u0644\u0646\u0648\u0639 \u0627\u0644\u0630\u064a \u064a\u0644\u062d\u0638\u0647 \u062a\u0648\u062c\u064a\u0647 \u0627\u0644\u0625\u0646\u062a\u0648\u0633\u0627\u064a 5330<sup data-fn=\"2f0d3d1e-48c1-4103-be52-5e960462574a\" class=\"fn\"><a href=\"#2f0d3d1e-48c1-4103-be52-5e960462574a\" id=\"2f0d3d1e-48c1-4103-be52-5e960462574a-link\">1<\/a><\/sup> \u0643\u0633\u0645\u0629 \u0644\u0633\u064a\u0627\u0642\u0627\u062a \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u0645\u0631\u062d\u0644\u0629 \u0645\u0627 \u0628\u0639\u062f \u0627\u0644\u0643\u0648\u0627\u0631\u062b.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u0623\u0639\u062f\u0651 \u062c\u0647\u0627\u0632 \u062a\u062f\u0642\u064a\u0642 \u0625\u0642\u0644\u064a\u0645 \u0641\u0627\u0644\u0646\u0633\u064a\u0627<sup data-fn=\"a480a4ec-6106-4114-b905-defb87b4c05f\" class=\"fn\"><a href=\"#a480a4ec-6106-4114-b905-defb87b4c05f\" id=\"a480a4ec-6106-4114-b905-defb87b4c05f-link\">2<\/a><\/sup> \u062a\u0642\u0631\u064a\u0631 \u062a\u062f\u0642\u064a\u0642 \u062e\u0627\u0635\u0651 \u064a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0646\u064f\u0647\u062c \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0648\u0627\u0644\u0623\u062f\u0627\u0621 \u0644\u062a\u0642\u064a\u064a\u0645 \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0642\u062f \u062d\u0642\u0651\u0642\u062a \u0627\u0644\u063a\u0631\u0636 \u0627\u0644\u0645\u062a\u0648\u062e\u0651\u0649 \u0645\u0646\u0647\u0627.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u064a\u0636\u0639 \u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0625\u0637\u0627\u0631\u0627\u064b \u0644\u0633\u0624\u0627\u0644 \u062a\u062d\u0644\u064a\u0644\u064a \u0645\u0631\u0643\u0632\u064a \u0647\u0648 \u0625\u0644\u0649 \u0623\u064a \u0645\u062f\u0649 \u062a\u0648\u0641\u0651\u0631 \u0627\u0644\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0644\u0644\u0645\u0633\u0643\u0646 \u0627\u0644\u0631\u0626\u064a\u0633\u064a \u0627\u0644\u0645\u0639\u0644\u0646 \u0645\u0646 \u062c\u0627\u0646\u0628 \u0643\u0644 \u0645\u0642\u062f\u0645 \u0637\u0644\u0628 \u0645\u0624\u0634\u0651\u0631\u0627\u062a \u0645\u0648\u0636\u0648\u0639\u064a\u0629 \u064a\u0645\u0643\u0646 \u0627\u0644\u062a\u062d\u0642\u0651\u0642 \u0645\u0646\u0647\u0627 \u0639\u0644\u0646\u0627\u064b \u0648\u0645\u062a\u0651\u0633\u0642\u0629 \u0623\u0648 \u063a\u064a\u0631 \u0645\u062a\u0651\u0633\u0642\u0629 \u0645\u0639 \u0634\u0631\u0637 \u0627\u0644\u0623\u0647\u0644\u064a\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0644\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u062a\u0639\u062a\u0628\u0631 \u0623\u0646\u064e\u0651 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u0646\u0632\u0644\u064a\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0639\u0646\u0648\u0627\u0646 \u0642\u062f \u062a\u0636\u0631\u0651\u0631\u062a \u0628\u0627\u0644\u0641\u0639\u0644 \u0646\u062a\u064a\u062c\u0629 \u0627\u0644\u0641\u064a\u0636\u0627\u0646\u0627\u062a\u061f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062d\u062f\u0651\u062f \u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0627\u0644\u0645\u0648\u0636\u062d \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u0642\u0627\u0644 \u0639\u062f\u062f\u0627\u064b \u0643\u0628\u064a\u0631\u0627\u064b \u0645\u0646 \u0627\u0644\u0637\u0651\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u0645\u0648\u0651\u0644\u0629 \u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0651\u0645 \u0645\u0624\u0634\u0651\u0631\u0627\u062a \u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u063a\u064a\u0631 \u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 \u0634\u0631\u0648\u0637 \u0627\u0644\u0623\u0647\u0644\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c\u060c \u0648\u0627\u0644\u062a\u064a \u0633\u064a\u062a\u0639\u064a\u0651\u0646 \u0639\u0644\u0649 \u0627\u0644\u062c\u0647\u0629 \u0627\u0644\u0645\u0627\u0646\u062d\u0629 \u0625\u062e\u0636\u0627\u0639\u0647\u0627 \u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0648\u062b\u0627\u0626\u0642\u064a\u0629 \u0641\u0631\u062f\u064a\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0641\u064a \u0627\u0644\u0625\u0645\u0643\u0627\u0646 \u0625\u062b\u0628\u0627\u062a \u0627\u0644\u0636\u0631\u0631 \u0627\u0644\u0645\u0639\u0644\u0646. \u0648\u0646\u0627\u0642\u0634 \u0641\u0631\u064a\u0642 \u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0647\u0630\u0647 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0645\u0639 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u064a\u0646 \u0641\u064a \u0627\u0644\u062c\u0647\u0629 \u0627\u0644\u0645\u0627\u0646\u062d\u0629 \u0648\u0645\u0646 \u0627\u0644\u0645\u062a\u0648\u0642\u0651\u0639 \u0625\u0635\u062f\u0627\u0631 \u0627\u0644\u062a\u0642\u0631\u064a\u0631 \u0627\u0644\u0646\u0647\u0627\u0626\u064a \u0642\u0628\u0644 \u0646\u0647\u0627\u064a\u0629 \u0639\u0627\u0645 2026\u060c \u0648\u0633\u064a\u0643\u0648\u0646 \u0639\u0646\u062f\u0647\u0627 \u0645\u062a\u0627\u062d\u0627\u064b \u0644\u0644\u0639\u0645\u0648\u0645 \u0639\u0644\u0649 \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0644\u062c\u0647\u0627\u0632 \u062a\u062f\u0642\u064a\u0642 \u0625\u0642\u0644\u064a\u0645 \u0641\u0627\u0644\u0646\u0633\u064a\u0627.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><strong>2. \u0645\u0627 \u0648\u0631\u0627\u0621 \u0623\u062e\u0630 \u0627\u0644\u0639\u064a\u0646\u0627\u062a: \u0646\u0647\u062c \u062a\u062f\u0642\u064a\u0642 \u064a\u0634\u0645\u0644 \u062c\u0645\u064a\u0639 \u0627\u0644\u0633\u0651\u0643\u0627\u0646<\/strong><\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0642\u0628\u0644 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0645\u0646\u0647\u062c\u064a\u0629 \u0627\u0644\u0645\u0624\u062a\u0645\u062a\u0629\u060c \u0643\u0627\u0646 \u0627\u0644\u062a\u062d\u0642\u0651\u0642 \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0645\u0646 \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u0645\u0648\u0651\u0644\u0629 \u064a\u062d\u062a\u0651\u0645 \u0639\u0644\u0649 \u0627\u0644\u0645\u062f\u0642\u0642 \u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u064a\u062f\u0648\u064a\u0627\u064b \u0639\u0646 \u0643\u0644 \u0645\u0631\u062c\u0639 \u0645\u0633\u0627\u062d\u064a\u060c \u0648\u0625\u062c\u0631\u0627\u0621 \u062a\u0633\u062c\u064a\u0644 \u0634\u0627\u0645\u0644 \u0644\u062d\u062f\u0648\u062f \u0627\u0644\u0639\u0642\u0627\u0631\u0627\u062a \u0623\u0648 \u0627\u0644\u0645\u0645\u062a\u0644\u0643\u0627\u062a\u060c \u0645\u0646 \u062e\u0644\u0627\u0644 \u0639\u0627\u0631\u0636 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u062a\u0627\u0628\u0639 \u0644\u062d\u0643\u0648\u0645\u0629 \u0641\u0627\u0644\u0646\u0633\u064a\u0627<sup data-fn=\"437bf7f3-1609-4800-82d4-16c132d6e42f\" class=\"fn\"><a href=\"#437bf7f3-1609-4800-82d4-16c132d6e42f\" id=\"437bf7f3-1609-4800-82d4-16c132d6e42f-link\">3<\/a><\/sup>\u060c \u0648\u0627\u0644\u0625\u062d\u0627\u0644\u0629 \u0627\u0644\u0645\u0631\u062c\u0639\u064a\u0629 \u0625\u0644\u0649 \u0645\u0648\u0642\u0639 \u0627\u0644\u0639\u0642\u0627\u0631 \u0627\u0644\u0645\u0639\u0644\u0646 \u0639\u0646\u0647 \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0644\u0644\u0645\u0646\u0637\u0642\u0629 \u0627\u0644\u062a\u064a \u0636\u0631\u0628\u062a\u0647\u0627 \u0627\u0644\u0641\u064a\u0636\u0627\u0646\u0627\u062a\u060c \u0648\u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0646\u0641\u0633\u0647 \u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u0633\u0651\u062c\u0644 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0644\u0644\u0645\u0633\u0627\u062d\u0629 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0648\u0635\u0641\u064a\u0629 \u0648\u0627\u0644\u0628\u0646\u0651\u0627\u0621\u0629 \u0644\u0644\u0645\u0645\u062a\u0644\u0643\u0627\u062a. \u0648\u064a\u0639\u062f\u064f\u0651 \u0647\u0630\u0627 \u0627\u0644\u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u064a\u062f\u0648\u064a &#8211; \u0627\u0644\u0645\u0648\u0636\u062d \u0641\u064a \u0627\u0644\u0634\u0651\u0643\u0644 1 &#8211; \u062f\u0642\u064a\u0642\u0627\u064b \u0648\u0645\u0648\u062b\u0648\u0642\u0627\u064b \u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0643\u0644 \u062d\u0627\u0644\u0629 \u0639\u0644\u0649 \u062d\u062f\u0629\u060c \u0648\u0644\u0643\u0646\u064e\u0651 \u0637\u0628\u064a\u0639\u062a\u0647 \u0627\u0644\u0645\u062a\u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u0645\u062a\u062a\u0627\u0628\u0639\u0629 \u062a\u062c\u0639\u0644\u0647 \u063a\u064a\u0631 \u0639\u0645\u0644\u064a \u0639\u0644\u0649 \u0627\u0644\u0625\u0637\u0644\u0627\u0642 \u0641\u064a \u0646\u0637\u0627\u0642 27,282 \u0637\u0644\u0628. \u0641\u0625\u0630\u0627 \u0627\u0641\u062a\u0631\u0636\u0646\u0627 \u062a\u0642\u062f\u064a\u0631\u0627\u064b \u0645\u062a\u062d\u0641\u0651\u0638\u0627\u064b \u0642\u0648\u0627\u0645\u0647 \u062e\u0645\u0633 \u062f\u0642\u0627\u0626\u0642 \u0644\u0643\u0644\u0651 \u062d\u0627\u0644\u0629\u060c \u0641\u0633\u062a\u062a\u0637\u0644\u0651\u0628 \u0627\u0644\u062a\u063a\u0637\u064a\u0629 \u0627\u0644\u0643\u0627\u0645\u0644\u0629 \u0644\u0644\u0633\u0651\u0643\u0627\u0646 \u0623\u0643\u062b\u0631 \u0645\u0646 2,200 \u0633\u0627\u0639\u0629 \u0645\u0646 \u0648\u0642\u062a \u0627\u0644\u0645\u062f\u0642\u0642.<\/p>\n\n\n\n<figure class=\"wp-block-image alignwide size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1415\" src=\"https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/Figure_2-scaled.jpg\" alt=\"\" class=\"wp-image-42938\" srcset=\"https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/Figure_2-scaled.jpg 2560w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/Figure_2-300x166.jpg 300w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/Figure_2-1024x566.jpg 1024w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/Figure_2-1536x849.jpg 1536w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/Figure_2-767x424.jpg 767w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/Figure_2-2048x1132.jpg 2048w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/Figure_2-1319x729.jpg 1319w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><figcaption class=\"wp-element-caption\">\u0627\u0644\u0634\u0643\u0644 \u0631\u0642\u0645 2. \u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a \u063a\u064a\u0631 \u0627\u0644\u0645\u0624\u062a\u0645\u062a. \u0627\u0644\u0645\u0635\u062f\u0631: \u062c\u0647\u0627\u0632 \u062a\u062f\u0642\u064a\u0642 \u0625\u0642\u0644\u064a\u0645 \u0641\u0627\u0644\u0646\u0633\u064a\u0627.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0643\u0627\u0646\u062a \u0645\u0645\u0627\u0631\u0633\u0629 \u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0644\u062a\u0642\u064a\u0651\u062f \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0639\u0644\u0649 \u0639\u064a\u0651\u0646\u0629 \u0637\u0628\u0642\u064a\u0651\u0629 &#8211; \u0639\u0627\u062f\u0629 \u0645\u0646 200 \u0625\u0644\u0649 400 \u062d\u0627\u0644\u0629 \u2013 \u0645\u0639 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0645\u0633\u062a\u0642\u0631\u0623\u0629 \u0625\u062d\u0635\u0627\u0626\u064a\u0627\u064b. \u0648\u0643\u0627\u0646 \u062a\u0648\u0641\u0651\u0631 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0627\u0645\u0629 \u0627\u0644\u0643\u0627\u0645\u0644\u0629 \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0642\u0631\u0627\u0621\u0629 \u0622\u0644\u064a\u0651\u0627\u064b \u0633\u0628\u0628\u0627\u064b \u0641\u064a \u062a\u063a\u064a\u064a\u0631 \u0627\u062d\u062a\u0633\u0627\u0628 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0648\u0627\u0644\u0641\u0648\u0627\u0626\u062f \u0644\u0647\u0630\u0627 \u0627\u0644\u062e\u064a\u0627\u0631 \u0628\u0634\u0643\u0644 \u062c\u0630\u0631\u064a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u0643\u0627\u0646 \u062a\u0648\u0641\u0651\u0631 \u0645\u062c\u0645\u0648\u0639\u062a\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0630\u0643\u0648\u0631\u062a\u064a\u0646 \u0634\u0631\u0637\u0627\u064b \u0636\u0631\u0648\u0631\u064a\u0627\u064b \u0648\u0644\u0643\u0646\u0651\u0647 \u0644\u0645 \u064a\u0643\u0646 \u0643\u0627\u0641\u064a\u0627\u064b. \u0641\u0642\u062f \u062a\u0637\u0644\u0651\u0628 \u062a\u062d\u0648\u064a\u0644\u0647\u0645\u0627 \u0625\u0644\u0649 \u0625\u062c\u0631\u0627\u0621 \u062a\u062f\u0642\u064a\u0642 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0633\u0651\u0643\u0627\u0646 \u0628\u064a\u0626\u0629 \u062a\u062d\u0644\u064a\u0644\u064a\u0629 \u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629\u060c \u0648\u0628\u0631\u0645\u062c\u0629 \u0628\u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0623\u062a\u0645\u062a\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 27,282 \u0633\u062c\u0644\u060c \u0648\u0635\u064a\u0627\u063a\u0629 \u0628\u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062f\u0639\u0645 \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0645\u062a\u0643\u0631\u0651\u0631 \u0644\u0644\u0645\u0646\u0647\u062c\u064a\u0629 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u0646\u0637\u0627\u0642 \u0636\u0631\u0631 \u0627\u0644\u0641\u064a\u0636\u0627\u0646\u0627\u062a<sup data-fn=\"85db37ae-15d4-4898-9cd3-b5a692c0aea2\" class=\"fn\"><a href=\"#85db37ae-15d4-4898-9cd3-b5a692c0aea2\" id=\"85db37ae-15d4-4898-9cd3-b5a692c0aea2-link\">4<\/a><\/sup> \u0639\u0628\u0627\u0631\u0629 \u0639\u0646 \u0637\u0628\u0642\u0629 \u0645\u062a\u062c\u0647\u064a\u0651\u0629 \u062c\u063a\u0631\u0627\u0641\u064a\u0651\u0629 \u0645\u062d\u062f\u0651\u062f\u0629 \u062a\u0639\u064a\u0651\u0646 \u0627\u0644\u0645\u0646\u0637\u0642\u0629 \u0627\u0644\u0645\u062a\u0623\u062b\u0631\u0629 \u0628\u0627\u0644\u063a\u0645\u0631 \u0627\u0644\u0645\u0627\u0626\u064a \u0627\u0644\u0633\u0637\u062d\u064a \u0641\u064a 29 \u0623\u0643\u062a\u0648\u0628\u0631\/\u062a\u0634\u0631\u064a\u0646 \u0627\u0644\u0623\u0648\u0644 2024\u060c \u0645\u0646 \u0625\u0646\u062a\u0627\u062c \u0645\u0639\u0647\u062f \u0641\u0627\u0644\u0646\u0633\u064a\u0627 \u0644\u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0648\u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u062c\u0648\u064a \u0627\u0644\u0645\u0644\u062a\u0642\u0637\u0629 \u0641\u064a \u0623\u0639\u0642\u0627\u0628 \u0627\u0644\u062d\u062f\u062b \u0645\u0628\u0627\u0634\u0631\u0629\u060c \u0648\u0627\u0644\u0645\u0646\u0634\u0648\u0631\u0629 \u0643\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0641\u062a\u0648\u062d\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0623\u0645\u0627 \u0627\u0644\u0633\u0651\u062c\u0644 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0644\u0644\u0645\u0633\u0627\u062d\u0629 \u0644\u0644\u0645\u062f\u064a\u0631\u064a\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0644\u0645\u0633\u0627\u062d\u0629<sup data-fn=\"aeccab83-e46b-4dde-8428-b9f88ad42f3f\" class=\"fn\"><a href=\"#aeccab83-e46b-4dde-8428-b9f88ad42f3f\" id=\"aeccab83-e46b-4dde-8428-b9f88ad42f3f-link\">5<\/a><\/sup> (\u0627\u0644\u062d\u0643\u0648\u0645\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629 \u0627\u0644\u0623\u0633\u0628\u0627\u0646\u064a\u0629) \u0641\u064a\u062a\u064a\u062d \u0644\u0644\u062c\u0645\u0647\u0648\u0631 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u062c\u0627\u0646\u064a \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0627\u062d\u0629. \u0648\u062a\u0634\u0645\u0644 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0633\u062c\u0644\u0651\u0627\u062a \u0627\u0644\u0645\u0644\u0643\u064a\u0629 \u0627\u0644\u0623\u0628\u062c\u062f\u064a\u0629 \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0648\u0631\u0633\u0645 \u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u0637\u0631\u0648\u062f \u0627\u0644\u0645\u062a\u0651\u062c\u0647\u0629 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u062a\u0646\u0632\u064a\u0644\u0647\u0627 \u062d\u0633\u0628 \u0627\u0644\u0625\u0642\u0644\u064a\u0645\u060c \u0641\u0636\u0644\u0627\u064b \u0639\u0646 \u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0644\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0641\u0631\u062f\u064a\u0629 \u0648\u0627\u0644\u062c\u0645\u0627\u0639\u064a\u0629 \u0639\u0646 \u0627\u0644\u0633\u0651\u0645\u0627\u062a \u0627\u0644\u0645\u0633\u0627\u062d\u064a\u0629 \u063a\u064a\u0631 \u0627\u0644\u0645\u062d\u0645\u064a\u0629 \u2013 \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0648\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0623\u0631\u0636\u064a\u0651\u0629\u060c \u0648\u0627\u0644\u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u0633\u0637\u062d\u064a\u0629 \u0627\u0644\u0645\u0628\u0646\u064a\u0629 \u2013 \u0644\u0643\u0644\u0651 \u0645\u0644\u0643\u064a\u0629 \u0645\u0633\u062c\u0651\u0644\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u0644\u0627 \u064a\u0647\u062f\u0641 \u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0627\u0644\u0645\u0648\u0636\u062d \u0641\u064a \u0627\u0644\u0642\u0633\u0645 \u0627\u0644\u062a\u0627\u0644\u064a \u0625\u0644\u0649 \u0625\u062b\u0628\u0627\u062a \u0648\u062c\u0648\u062f \u0636\u0631\u0631 \u0641\u064a \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0641\u0631\u062f\u064a\u0629 \u0623\u0648 \u0639\u062f\u0645 \u0648\u062c\u0648\u062f\u0647\u060c \u0628\u0644 \u064a\u0634\u0643\u0651\u0644 \u0625\u062c\u0631\u0627\u0621\u064b \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u064a\u0633\u062a\u0646\u062f \u0625\u0644\u0649 \u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u064a\u062a\u0651\u0633\u0642 \u0645\u0639 \u0627\u0644\u0646\u0647\u062c \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0645\u0648\u0635\u0649 \u0628\u0647 \u0641\u064a \u0627\u0644\u062a\u0648\u062c\u064a\u0647 5330\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u0651\u064a \u0625\u0644\u0649 \u0627\u062a\u0651\u062c\u0627\u0647\u0627\u062a \u062a\u062f\u0642\u064a\u0642 \u0645\u0648\u0636\u0648\u0639\u064a\u0629 \u064a\u0645\u0643\u0646 \u0627\u0644\u062a\u062d\u0642\u0651\u0642 \u0645\u0646\u0647\u0627 \u0639\u0644\u0646\u0627\u064b \u0644\u0645\u062a\u0627\u0628\u0639\u0629 \u0627\u0644\u0648\u062b\u0627\u0626\u0642 \u0630\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><strong>3. \u0627\u0644\u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u0645\u0646\u0647\u062c\u064a<\/strong><\/strong>\u0627\u0644\u0641\u064a\u0636\u0627\u0646\u0627\u062a\u0627\u0644\u0641\u064a\u0636\u0627\u0646\u0627\u062a<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0638\u0627\u0645 QGIS<sup data-fn=\"84054aba-724a-4eae-b07b-d50fb6e426d1\" class=\"fn\"><a href=\"#84054aba-724a-4eae-b07b-d50fb6e426d1\" id=\"84054aba-724a-4eae-b07b-d50fb6e426d1-link\">6<\/a><\/sup> \u0648\u0648\u062d\u062f\u0629 \u0627\u0644\u062a\u062d\u0643\u0645 \u0627\u0644\u0645\u0636\u0645\u0651\u0646\u0629 \u0628\u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u0642\u0627\u0645 \u0641\u0631\u064a\u0642 \u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0628\u0628\u0646\u0627\u0621 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u0651\u064a\u0629 \u0627\u0644\u0645\u0624\u062a\u0645\u062a\u0629 \u0627\u0644\u062a\u064a \u0639\u0627\u0644\u062c\u062a \u0633\u062c\u0644 \u0627\u0644\u0633\u0651\u0643\u0627\u0646 \u0627\u0644\u0643\u0627\u0645\u0644 \u0627\u0644\u0630\u064a \u0628\u0644\u063a \u062d\u062c\u0645\u0647 27\u060c282 \u0637\u0644\u0628\u0627\u064b \u0648\u0630\u0644\u0643 \u0628\u0635\u0648\u0631\u0629 \u0634\u0627\u0645\u0644\u0629 \u0639\u0628\u0631 \u0633\u0628\u0639 \u0645\u0631\u0627\u062d\u0644 \u0645\u062a\u0633\u0644\u0633\u0644\u0629.<\/p>\n\n\n\n<figure class=\"wp-block-image alignwide size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1326\" height=\"880\" src=\"https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis2.png\" alt=\"\" class=\"wp-image-44381\" srcset=\"https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis2.png 1326w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis2-300x199.png 300w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis2-767x509.png 767w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis2-193x128.png 193w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis2-1024x680.png 1024w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis2-310x206.png 310w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis2-467x310.png 467w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis2-426x282.png 426w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis2-1320x876.png 1320w\" sizes=\"auto, (max-width: 1326px) 100vw, 1326px\" \/><figcaption class=\"wp-element-caption\">\u0627\u0644\u0634\u0643\u0644 \u0631\u0642\u0645 3. \u0627\u0644\u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u0645\u0646\u0647\u062c\u064a. \u0627\u0644\u0645\u0635\u062f\u0631: \u062c\u0647\u0627\u0632 \u062a\u062f\u0642\u064a\u0642 \u0625\u0642\u0644\u064a\u0645 \u0641\u0627\u0644\u0646\u0633\u064a\u0627<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u062d\u0642\u0651\u0642\u062a \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0645\u0645\u0651\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0643\u0644 \u0645\u0631\u062c\u0639 \u0645\u0633\u0627\u062d\u064a \u0645\u0639\u0644\u0646\u0627\u064b \u0645\u0646 \u062c\u0627\u0646\u0628 \u0645\u0642\u062f\u0651\u0645 \u0627\u0644\u0637\u0644\u0628 \u064a\u0631\u062a\u0628\u0637 \u0628\u0639\u0642\u0627\u0631 \u0645\u0633\u062c\u0651\u0644 \u0641\u064a \u0627\u0644\u0645\u062f\u064a\u0631\u064a\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0644\u0645\u0633\u0627\u062d\u0629\u060c \u0645\u0639 \u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u0639\u0646 \u062e\u062f\u0645\u0629 \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0644\u0633\u0651\u062c\u0644 \u0627\u0644\u0639\u0642\u0627\u0631\u064a \u0644\u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u0631\u0627\u062c\u0639 \u0627\u0644\u0628\u0627\u0644\u063a \u0639\u062f\u062f\u0647\u0627 27,282. \u0648\u0642\u0627\u0645 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u0651\u064a \u0628\u062a\u0643\u0648\u064a\u0646 \u0641\u062a\u0631\u0629 \u062a\u0648\u0642\u0651\u0641 \u0645\u062f\u0651\u062a\u0647\u0627 \u062b\u0627\u0646\u064a\u062a\u0627\u0646 \u0628\u064a\u0646 \u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0644\u0645\u0646\u0639 \u0627\u062e\u062a\u0646\u0627\u0642 \u0627\u0644\u062c\u0647\u0627\u0632 \u0627\u0644\u062e\u0627\u062f\u0645\u060c \u0645\u0639 \u0627\u0644\u0643\u0634\u0641 \u0627\u0644\u0645\u0624\u062a\u0645\u062a \u0644\u0644\u0625\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0645\u062d\u0638\u0648\u0631\u0629 \u0648\u0645\u0627 \u064a\u0635\u0644 \u0625\u0644\u0649 \u062b\u0644\u0627\u062b \u0645\u062d\u0627\u0648\u0644\u0627\u062a \u0625\u0639\u0627\u062f\u0629 \u0644\u0643\u0644\u0651 \u0645\u0631\u062c\u0639.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0623\u0645\u0627 \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629 \u0641\u0642\u062f \u062c\u0645\u0639\u062a \u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u0645\u0633\u0627\u062d\u064a\u0629 \u0644\u0644\u0625\u0642\u0644\u064a\u0645. \u0648\u0639\u0645\u0644 \u0627\u0644\u0646\u0635\u0651 \u0639\u0644\u0649 \u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u0637\u0631\u0648\u062f \u0627\u0644\u0647\u0646\u062f\u0633\u064a\u0629 \u0644\u0645\u0642\u0627\u0637\u0639\u0629 \u0641\u0627\u0644\u0646\u0633\u064a\u0627 \u0628\u0623\u0643\u0645\u0644\u0647\u0627 \u0645\u0646 \u0627\u0644\u0633\u0651\u062c\u0644 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0644\u0644\u0645\u0633\u0627\u062d\u0629\u060c \u0648\u062c\u0645\u0639\u0647\u0627 \u0641\u064a \u0637\u0628\u0642\u0629 \u0648\u0627\u062d\u062f\u0629 \u0644\u062c\u0645\u064a\u0639 \u0627\u0644\u0628\u0644\u062f\u064a\u0627\u062a \u0627\u0644\u0628\u0627\u0644\u063a \u0639\u062f\u062f\u0647\u0627 266\u060c \u0648\u0642\u0627\u0645 \u0628\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0625\u0635\u0644\u0627\u062d \u0627\u0644\u0647\u0646\u062f\u0633\u064a. \u0648\u062a\u062a\u0623\u0644\u0651\u0641 \u0627\u0644\u0637\u0628\u0642\u0629 \u0627\u0644\u0646\u0627\u062a\u062c\u0629 \u0645\u0646 \u0623\u0643\u062b\u0631 \u0645\u0646 1.7 \u0645\u0644\u064a\u0648\u0646 \u0642\u0637\u0639\u0629 \u0645\u0631\u062c\u0639\u064a\u0629 \u062c\u063a\u0631\u0627\u0641\u064a\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0623\u0645\u0627 \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062b\u0627\u0644\u062b\u0629 \u0641\u0642\u062f \u0631\u0628\u0637\u062a \u0628\u064a\u0646 \u0643\u0644 \u0645\u0633\u0643\u0646 \u062a\u0644\u0642\u0651\u0649 \u0645\u0646\u062d\u0629 \u2013 \u0648\u0627\u0644\u0645\u062d\u062f\u0651\u062f \u0645\u0646 \u062e\u0644\u0627\u0644 \u0645\u0631\u062c\u0639\u0647 \u0627\u0644\u0645\u0633\u0627\u062d\u064a \u2013 \u0648\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u062c\u0632\u0621 \u0627\u0644\u0645\u0633\u0627\u062d\u064a \u0627\u0644\u0645\u0642\u0627\u0628\u0644 \u0644\u0647. \u0648\u0631\u0628\u0637 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u0651\u064a \u062c\u062f\u0648\u0644\u064a\u0646 \u0641\u064a \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u062a\u062c\u0646\u0651\u0628 \u0641\u0642\u062f\u0627\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0645\u0628\u0627\u0646\u064a \u0627\u0644\u062a\u064a \u062a\u0639\u0648\u062f \u0645\u0644\u0643\u064a\u062a\u0647\u0627 \u0625\u0644\u0649 \u0623\u0634\u062e\u0627\u0635 \u0645\u062a\u0639\u062f\u0651\u062f\u064a\u0646\u060c \u062d\u064a\u062b \u062a\u0634\u062a\u0631\u0643 \u0645\u0631\u0627\u062c\u0639 \u0645\u0633\u0627\u062d\u064a\u0629 \u0645\u062a\u0639\u062f\u0651\u062f\u0629 \u0641\u064a \u0645\u0639\u0631\u0651\u0641 \u0637\u0631\u062f \u0648\u0627\u062d\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u0634\u0645\u0644\u062a \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0631\u0627\u0628\u0639\u0629 \u0627\u0644\u0637\u0628\u0642\u0629 \u0627\u0644\u062e\u0627\u0635\u0651\u0629 \u0628\u0646\u0637\u0627\u0642 \u0636\u0631\u0631 \u0627\u0644\u0641\u064a\u0636\u0627\u0646\u0627\u062a \u0627\u0644\u0631\u0633\u0645\u064a \u0627\u0644\u062a\u064a \u0646\u0634\u0631\u0647\u0627 \u0645\u0639\u0647\u062f \u0641\u0627\u0644\u0646\u0633\u064a\u0627 \u0644\u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637. \u0648\u0642\u0627\u0645 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u0651\u064a \u0628\u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u0637\u0628\u0642\u0629 \u0648\u0625\u0635\u0644\u0627\u062d \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a\u0629 \u0642\u0628\u0644 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0641\u064a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0627\u0646\u064a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u062a\u0645\u062b\u0651\u0644\u062a \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062e\u0627\u0645\u0633\u0629 \u0648\u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629 \u0628\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0642\u0627\u0637\u0639 \u0627\u0644\u0645\u0643\u0627\u0646\u064a. \u0648\u0642\u0627\u0645 \u0627\u0644\u0646\u0635\u0651 \u0644\u0643\u0644\u0651 \u062a\u0637\u0628\u064a\u0642 \u0628\u062a\u0642\u064a\u064a\u0645 \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0645\u0636\u0644\u0651\u0639 \u0627\u0644\u0637\u0631\u0648\u062f \u0627\u0644\u0645\u0633\u0627\u062d\u064a\u0629 \u0642\u062f \u062a\u0642\u0627\u0637\u0639 \u0645\u0639 \u0645\u0636\u0644\u0651\u0639 \u0646\u0637\u0627\u0642 \u0636\u0631\u0631 \u0627\u0644\u0641\u064a\u0636\u0627\u0646\u0627\u062a\u061b \u0648\u0623\u062f\u0651\u0649 \u0623\u064a \u062a\u062f\u0627\u062e\u0644 \u0645\u0643\u0627\u0646\u064a\u060c \u0645\u0647\u0645\u0627 \u0643\u0627\u0646 \u0635\u063a\u064a\u0631\u0627\u064b\u060c \u0625\u0644\u0649 \u062a\u0635\u0646\u064a\u0641\u0647 \u0636\u0645\u0646 \u0646\u0637\u0627\u0642 \u0627\u0644\u0636\u0631\u0631. \u0648\u062a\u0645\u0627\u0634\u064a\u0627\u064b \u0645\u0639 \u0627\u0644\u0646\u0647\u062c \u0627\u0644\u0645\u0646\u0647\u062c\u064a \u0627\u0644\u0645\u062d\u0627\u0641\u0638\u060c \u0623\u0646\u062a\u062c \u0627\u0644\u0646\u0635\u0651 \u062d\u0627\u062c\u0632\u0627\u064b \u0628\u0637\u0648\u0644 200 \u0645\u062a\u0631 \u062d\u0648\u0644 \u0645\u062d\u064a\u0637 \u0646\u0637\u0627\u0642 \u0627\u0644\u0636\u0631\u0631 \u0644\u062a\u062d\u062f\u064a\u062f \u0645\u0646\u0637\u0642\u0629 \u0642\u0631\u064a\u0628\u0629\u060c \u0645\u0639 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0637\u0631\u0648\u062f \u062f\u0627\u062e\u0644 \u0647\u0630\u0627 \u0627\u0644\u0646\u0637\u0627\u0642 \u0628\u0634\u0643\u0644 \u0645\u0646\u0641\u0635\u0644 \u0639\u0646 \u062a\u0644\u0643 \u0627\u0644\u062a\u064a \u062a\u0642\u0639 \u062e\u0627\u0631\u062c\u0647 \u0628\u0648\u0636\u0648\u062d.<\/p>\n\n\n\n<figure class=\"wp-block-image alignfull size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1326\" height=\"880\" src=\"https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis3.png\" alt=\"\" class=\"wp-image-44386\" srcset=\"https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis3.png 1326w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis3-300x199.png 300w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis3-767x509.png 767w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis3-193x128.png 193w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis3-1024x680.png 1024w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis3-310x206.png 310w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis3-467x310.png 467w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis3-426x282.png 426w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis3-1320x876.png 1320w\" sizes=\"auto, (max-width: 1326px) 100vw, 1326px\" \/><figcaption class=\"wp-element-caption\">\u0627\u0644\u0634\u0643\u0644 4. \u062a\u062d\u0644\u064a\u0644 \u062a\u0631\u0627\u0643\u0628 \u0637\u0628\u0642\u0627\u062a \u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 (GIS). \u0627\u0644\u0645\u0635\u062f\u0631: \u0645\u0643\u062a\u0628 \u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u062d\u0633\u0627\u0628\u0627\u062a \u0641\u064a \u0645\u0646\u0637\u0642\u0629 \u0641\u0627\u0644\u0646\u0633\u064a\u0627.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0633\u062a\u0639\u0627\u062f\u062a \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0633\u0651\u0627\u062f\u0633\u0629 \u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0628\u0646\u0627\u0621 &#8211; \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0631\u0645\u0632 \u0627\u0644\u0623\u0631\u0636\u064a\u0629 \u0648\u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u0633\u0637\u062d \u0627\u0644\u0645\u0628\u0646\u064a\u0629 &#8211; \u0644\u0643\u0644\u0651 \u062e\u0627\u0635\u064a\u0651\u0629 \u0645\u0639\u0644\u0646\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062e\u062f\u0645\u0629 \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0644\u0633\u0651\u062c\u0644 \u0627\u0644\u0639\u0642\u0627\u0631\u064a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u062c\u0645\u0639\u062a \u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062f\u0645\u062c \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0643\u0644\u0651\u0647\u0627 \u0641\u064a \u062c\u062f\u0648\u0644 \u0631\u0626\u064a\u0633\u064a \u0648\u0623\u0646\u062a\u062c\u062a \u0637\u0628\u0642\u0629 \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0631\u062c\u0639\u064a\u0629 \u0628\u062a\u0635\u0646\u064a\u0641 \u0645\u0646 \u062b\u0644\u0627\u062b\u0629 \u0623\u0644\u0648\u0627\u0646 &#8211; \u0627\u0644\u0623\u062e\u0636\u0631 \u0644\u0644\u0637\u0631\u0648\u062f \u0636\u0645\u0646 \u0646\u0637\u0627\u0642 \u0636\u0631\u0631 \u0627\u0644\u0641\u064a\u0636\u0627\u0646\u0627\u062a\u060c \u0648\u0627\u0644\u0628\u0631\u062a\u0642\u0627\u0644\u064a \u0644\u0644\u0645\u0646\u0637\u0642\u0629 \u0627\u0644\u0642\u0631\u064a\u0628\u0629\u060c \u0648\u0627\u0644\u0623\u062d\u0645\u0631 \u0644\u0644\u0637\u0631\u0648\u062f \u0627\u0644\u0648\u0627\u0642\u0639\u0629 \u0639\u0644\u0649 \u0628\u0639\u062f \u0623\u0643\u062b\u0631 \u0645\u0646 \u0645\u0626\u062a\u064a \u0645\u062a\u0631 \u062e\u0627\u0631\u062c \u0627\u0644\u0646\u0637\u0627\u0642.<\/p>\n\n\n\n<figure class=\"wp-block-image alignwide size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1326\" height=\"880\" src=\"https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis-1.png\" alt=\"\" class=\"wp-image-44396\" srcset=\"https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis-1.png 1326w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis-1-300x199.png 300w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis-1-767x509.png 767w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis-1-193x128.png 193w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis-1-1024x680.png 1024w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis-1-310x206.png 310w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis-1-467x310.png 467w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis-1-426x282.png 426w, https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/AR_Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis-1-1320x876.png 1320w\" sizes=\"auto, (max-width: 1326px) 100vw, 1326px\" \/><figcaption class=\"wp-element-caption\">\u0627\u0644\u0634\u0643\u0644 \u0631\u0642\u0645 5. \u0637\u0628\u0642\u0629 \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0631\u062c\u0639\u064a\u0629: \u0645\u0648\u0642\u0639 \u0627\u0644\u0639\u0642\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629. \u0627\u0644\u0645\u0635\u062f\u0631: \u062c\u0647\u0627\u0632 \u062a\u062f\u0642\u064a\u0642 \u0625\u0642\u0644\u064a\u0645 \u0641\u0627\u0644\u0646\u0633\u064a\u0627\u060c \u062a\u0645 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u064a\u0647\u0627 \u0645\u0646 \u0646\u0638\u0627\u0645 QGIS.<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><strong>4. \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629\u060c \u0648\u0627\u0644\u0623\u062a\u0645\u062a\u0629\u060c \u0648\u0627\u0644\u0635\u0651\u064a\u0627\u063a\u0629 \u0628\u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong><\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0639\u062a\u0645\u062f\u062a \u0627\u0644\u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a\u0629 \u0627\u0644\u0643\u0627\u0645\u0644\u0629 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0644\u0644\u0639\u0645\u0648\u0645 &#8211; \u0646\u0637\u0627\u0642 \u0636\u0631\u0631 \u0627\u0644\u0641\u064a\u0636\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0633\u0651\u062c\u0644 \u0627\u0644\u0645\u0633\u0627\u062d\u064a \u0627\u0644\u0648\u0637\u0646\u064a \u2013 \u0648\u0643\u0644\u0627\u0647\u0645\u0627 \u0645\u0635\u0627\u062f\u0631 \u062d\u0643\u0648\u0645\u064a\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0644\u0627 \u062a\u062e\u0636\u0639 \u0644\u0623\u064a \u0642\u064a\u0648\u062f \u0639\u0644\u0649 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647\u0627 \u0648\u064a\u0645\u0643\u0646 \u062a\u0643\u0631\u0627\u0631\u0647\u0627 \u0628\u062d\u0631\u064a\u0651\u0629 \u0645\u0646 \u062c\u0627\u0646\u0628 \u0623\u064a \u0637\u0631\u0641 \u062b\u0627\u0644\u062b \u0644\u062f\u064a\u0647 \u062d\u0642 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0627\u0645\u0629 \u0646\u0641\u0633\u0647\u0627\u060c \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0628\u0646\u064a\u0629 \u062a\u062d\u062a\u064a\u0629 \u0645\u062a\u062e\u0635\u0651\u0635\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u0623\u062a\u0645\u062a\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0628\u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u062f\u0627\u062e\u0644 \u0627\u0644\u0645\u062a\u0631\u062c\u0645 \u0627\u0644\u0645\u0636\u0645\u0651\u0646 \u0641\u064a \u0646\u0638\u0627\u0645 QGIS \u0627\u0644\u0645\u0646\u0647\u062c\u064a\u0629 \u0627\u0644\u0643\u0627\u0645\u0644\u0629 \u0645\u0646 \u0645\u0644\u0641\u0651\u0627\u062a \u0645\u062f\u062e\u0644\u0627\u062a \u062e\u0627\u0645 \u0625\u0644\u0649 \u062c\u062f\u0627\u0648\u0644 \u0645\u062e\u0631\u062c\u0627\u062a \u0645\u0635\u0646\u0651\u0641\u0629 \u062d\u0633\u0628 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0648\u0637\u0628\u0642\u0627\u062a \u062e\u0631\u0627\u0626\u0637\u060c \u0645\u0639 \u0639\u062f\u0645 \u0648\u062c\u0648\u062f \u0645\u0639\u0627\u0644\u062c\u0629 \u064a\u062f\u0648\u064a\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0623\u064a \u0645\u0631\u062d\u0644\u0629 \u0648\u0633\u064a\u0637\u0629. \u0648\u0627\u0633\u062a\u062e\u062f\u0645 \u0641\u0631\u064a\u0642 \u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0646\u0645\u0648\u0630\u062c \u0644\u063a\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0643\u0628\u064a\u0631 (Claude \u0648Anthropic) \u0628\u0645\u0648\u062c\u0628 \u0625\u062c\u0631\u0627\u0621 \u062f\u0627\u062e\u0644\u064a \u0645\u0648\u062b\u0651\u0642 \u0644\u062f\u0639\u0645 \u0635\u064a\u0627\u063a\u0629 \u0627\u0644\u0646\u0635\u0651 \u0627\u0644\u062a\u0643\u0631\u0627\u0631\u064a\u060c \u0648\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0648\u0625\u0635\u0644\u0627\u062d\u0647\u0627 \u0641\u064a \u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u0645\u0624\u062a\u0645\u062a\u0629\u060c \u0648\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0627\u0644\u0645\u0646\u0647\u062c\u064a\u0629\u060c \u0648\u0647\u064a\u0643\u0644\u0629 \u0646\u0635\u0651 \u0627\u0644\u062a\u0642\u0631\u064a\u0631.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u0643\u0627\u0646\u062a \u0645\u0633\u0627\u0647\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0633\u0627\u0639\u0650\u062f\u0629 \u0628\u0634\u0643\u0644 \u0635\u0627\u0631\u0645 \u0648\u062e\u0636\u0639\u062a \u0644\u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0641\u064a \u0643\u0644 \u062a\u0643\u0631\u0627\u0631\u060c \u0625\u0630 \u0642\u0627\u0645 \u0641\u0631\u064a\u0642 \u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0628\u062a\u0646\u0641\u064a\u0630 \u062c\u0645\u064a\u0639 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0646\u0647\u062c\u064a\u0629\u060c \u0648\u0645\u0639\u0627\u064a\u0631\u0629 \u062d\u062f\u0648\u062f \u0627\u0644\u0642\u0631\u0627\u0631\u060c \u0648\u0627\u0644\u062a\u062d\u0642\u0651\u0642 \u0645\u0646 \u0635\u062d\u0651\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0628\u0634\u0643\u0644 \u062d\u0635\u0631\u064a.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>5. \u0627\u0644\u0622\u062b\u0627\u0631 \u0627\u0644\u0645\u062a\u0631\u062a\u0651\u0628\u0629 \u0639\u0644\u0649 \u0645\u0645\u0627\u0631\u0633\u0629 \u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0627\u0644\u0639\u0627\u0645<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0648\u0636\u062d \u0647\u0630\u0647 \u0627\u0644\u062d\u0627\u0644\u0629 \u0623\u0646\u064e\u0651\u0647 \u064a\u0645\u0643\u0646 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629\u060c \u0648\u0623\u062a\u0645\u062a\u0629 \u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629\u060c \u0648\u0627\u0644\u0635\u0651\u064a\u0627\u063a\u0629 \u0628\u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0623\u0646 \u062a\u062d\u0648\u0650\u0651\u0644 \u0623\u062f\u0644\u0651\u0629 \u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0639\u064a\u0651\u0646\u0627\u062a \u0625\u0644\u0649 \u062a\u0642\u0635\u0651\u064a \u0627\u0644\u062d\u0642\u0627\u0626\u0642 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0633\u0651\u0643\u0627\u0646 &#8211; \u062d\u062a\u0649 \u0641\u064a \u0638\u0644\u0651 \u0627\u0644\u0642\u064a\u0648\u062f \u0627\u0644\u0645\u0641\u0631\u0648\u0636\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0648\u0627\u0644\u062a\u064a \u062a\u062a\u0651\u0633\u0645 \u0628\u0647\u0627 \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0641\u064a \u0627\u0644\u0623\u0642\u0627\u0644\u064a\u0645. \u0648\u0644\u0645 \u062a\u062a\u0645\u062b\u0651\u0644 \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0645\u0645\u0643\u0651\u0646\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0641\u064a \u0645\u064a\u0632\u0627\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0627\u0633\u062a\u062b\u0646\u0627\u0626\u064a\u0629\u060c \u0628\u0644 \u0641\u064a \u062a\u0648\u0641\u0651\u0631 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0627\u0645\u0629 \u0645\u0647\u064a\u0643\u0644\u0629 \u0648\u0627\u0644\u0627\u0633\u062a\u0639\u062f\u0627\u062f \u0644\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0641\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0645\u0639\u062f\u0651\u0629 \u062d\u0633\u0628 \u0627\u0644\u0637\u0651\u0644\u0628 \u0643\u0625\u062c\u0631\u0627\u0621 \u062a\u062f\u0642\u064a\u0642.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u0623\u062b\u0628\u062a\u062a \u062b\u0644\u0627\u062b\u0629 \u0645\u0628\u0627\u062f\u0626 \u062a\u0635\u0645\u064a\u0645 \u0625\u0645\u0643\u0627\u0646 \u062a\u062d\u0648\u064a\u0644\u0647\u0627 \u0625\u0644\u0649 \u0645\u0627 \u0647\u0648 \u0623\u0628\u0639\u062f \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u062d\u0627\u0644\u0629: \u0627\u0644\u062d\u062f\u0648\u062f \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u062d\u0627\u0641\u0638\u0629 \u062a\u062d\u0645\u064a \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0645\u0646 \u062a\u062c\u0627\u0648\u0632 \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0625\u062b\u0628\u0627\u062a\u064a\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629\u061b \u0648\u062a\u0648\u0641\u0650\u0651\u0631 \u0627\u0644\u0634\u0641\u0631\u0629 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a\u0629 \u0627\u0644\u0634\u0641\u0651\u0627\u0641\u0629 \u0630\u0627\u062a \u0627\u0644\u0625\u0635\u062f\u0627\u0631 \u0645\u0633\u0627\u0631\u0627\u064b \u0642\u0627\u0628\u0644\u0627\u064b \u0644\u0644\u062a\u062f\u0642\u064a\u0642 \u064a\u0645\u0643\u0646 \u0645\u0631\u0627\u062c\u0639\u062a\u0647 \u0648\u062a\u062d\u062f\u064a\u062b\u0647 \u0628\u062f\u0648\u0646 \u0625\u0639\u0627\u062f\u0629 \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0643\u0627\u0645\u0644\u061b \u0648\u064a\u062d\u0641\u0638 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0648\u0642\u0639 \u0643\u0645\u0624\u0634\u0651\u0631 \u0644\u0644\u0645\u062e\u0627\u0637\u0631 \u2013 \u0648\u0644\u064a\u0633 \u0643\u0645\u0639\u064a\u0627\u0631 \u0646\u0647\u0627\u0626\u064a \u2013 \u0627\u0644\u062a\u0646\u0627\u0633\u0628 \u0627\u0644\u0630\u064a \u062a\u062a\u0637\u0644\u0651\u0628\u0647 \u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0625\u0646\u062a\u0648\u0633\u0627\u064a. \u0648\u0628\u0648\u0633\u0639 \u0623\u064a \u062c\u0647\u0627\u0632 \u0623\u0639\u0644\u0649 \u0644\u0644\u0631\u0642\u0627\u0628\u0629 \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0648\u0627\u0644\u0645\u062d\u0627\u0633\u0628\u0629 \u0642\u0627\u062f\u0631 \u0639\u0644\u0649 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0627\u062d\u064a\u0629 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0648\u0646\u0637\u0627\u0642 \u0636\u0631\u0631 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0623\u0646 \u064a\u0643\u0631\u0651\u0631 \u0647\u0630\u0627 \u0627\u0644\u0646\u0651\u0647\u062c \u0644\u0645\u0646\u062d \u0627\u0644\u0643\u0648\u0627\u0631\u062b \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0623\u0648 \u0627\u0644\u0625\u063a\u0627\u062b\u0629 \u0645\u0646 \u0627\u0644\u0641\u064a\u0636\u0627\u0646\u0627\u062a\u060c \u0623\u0648 \u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u0628\u0646\u0627\u0621 \u0641\u064a \u0645\u0631\u062d\u0644\u0629 \u0645\u0627 \u0628\u0639\u062f \u0627\u0644\u0632\u0644\u0632\u0627\u0644\u060c \u0623\u0648 \u0635\u0646\u0627\u062f\u064a\u0642 \u0627\u0644\u062a\u0639\u0627\u0641\u064a \u0645\u0646 \u062d\u0631\u0627\u0626\u0642 \u0627\u0644\u063a\u0627\u0628\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0648\u0627\u062a \u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0628\u062f\u0648\u0646 \u0623\u064a \u062a\u0643\u0627\u0644\u064a\u0641 \u0625\u0636\u0627\u0641\u064a\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u060c \u0627\u0644\u0631\u0651\u062c\u0627\u0621 \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0628\u0643\u0627\u062a\u0628 \u0627\u0644\u0645\u0642\u0627\u0644 \u0639\u0628\u0631 \u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: jizquierdo@sindicom.es<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u062d\u0648\u0627\u0634\u064a<\/h2>\n\n\n<ol class=\"wp-block-footnotes\"><li id=\"2f0d3d1e-48c1-4103-be52-5e960462574a\">\u00a0<em>\u062a\u0648\u062c\u064a\u0647 \u0627\u0644\u0625\u0646\u062a\u0648\u0633\u0627\u064a 5330: \u062a\u0648\u062c\u064a\u0647 \u0628\u0634\u0623\u0646 \u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0643\u0648\u0627\u0631\u062b<\/em> (\u0641\u064a\u064a\u0646\u0627: \u0627\u0644\u0625\u0646\u062a\u0648\u0633\u0627\u064a\u060c 2020) <a href=\"https:\/\/www.issai.org\/wp-content\/uploads\/2020\/12\/GUID-5330-Guidance-on-Auditing-Disaster-Management.pdf\">https:\/\/www.issai.org\/wp-content\/uploads\/2020\/12\/GUID-5330-Guidance-on-Auditing-Disaster-Management.pdf<\/a> <a href=\"#2f0d3d1e-48c1-4103-be52-5e960462574a-link\" aria-label=\"Jump to footnote reference 1\">\u21a9\ufe0e<\/a><\/li><li id=\"a480a4ec-6106-4114-b905-defb87b4c05f\">\u00a0\u062c\u0647\u0627\u0632 \u062a\u062f\u0642\u064a\u0642 \u0625\u0642\u0644\u064a\u0645 \u0641\u0627\u0644\u0646\u0633\u064a\u0627: <a href=\"https:\/\/www.sindicom.es\/portada\">https:\/\/www.sindicom.es\/portada<\/a> <a href=\"#a480a4ec-6106-4114-b905-defb87b4c05f-link\" aria-label=\"Jump to footnote reference 2\">\u21a9\ufe0e<\/a><\/li><li id=\"437bf7f3-1609-4800-82d4-16c132d6e42f\">\u00a0\u0645\u062a\u0627\u062d \u0639\u0644\u0649 \u0627\u0644\u0645\u0648\u0642\u0639 <a href=\"https:\/\/visor.gva.es\/visor\/\">https:\/\/visor.gva.es\/visor\/<\/a> <a href=\"#437bf7f3-1609-4800-82d4-16c132d6e42f-link\" aria-label=\"Jump to footnote reference 3\">\u21a9\ufe0e<\/a><\/li><li id=\"85db37ae-15d4-4898-9cd3-b5a692c0aea2\">\u00a0\u0645\u062a\u0627\u062d \u0639\u0644\u0649\u00a0 <a href=\"https:\/\/geocataleg.gva.es\/#\/search?uuid=spaicv0701_dana24_huella_inundacion&amp;lang=spa\">https:\/\/geocataleg.gva.es\/#\/search?uuid=spaicv0701_dana24_huella_inundacion&amp;lang=spa<\/a> <a href=\"#85db37ae-15d4-4898-9cd3-b5a692c0aea2-link\" aria-label=\"Jump to footnote reference 4\">\u21a9\ufe0e<\/a><\/li><li id=\"aeccab83-e46b-4dde-8428-b9f88ad42f3f\">\u00a0\u0645\u062a\u0627\u062d \u0639\u0644\u0649 <a href=\"https:\/\/www.sedecatastro.gob.es\/Accesos\/SECAccDescargaDatos.aspx\">https:\/\/www.sedecatastro.gob.es\/Accesos\/SECAccDescargaDatos.aspx<\/a> <a href=\"#aeccab83-e46b-4dde-8428-b9f88ad42f3f-link\" aria-label=\"Jump to footnote reference 5\">\u21a9\ufe0e<\/a><\/li><li id=\"84054aba-724a-4eae-b07b-d50fb6e426d1\">\u00a0QGIS \u0647\u0648 \u062a\u0637\u0628\u064a\u0642 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u064a\u0645\u0643\u0651\u0646 \u0645\u0646 \u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629\u060c \u0648\u062a\u0631\u0627\u0643\u0628 \u0637\u0628\u0642\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0651\u0629\u060c \u0648\u0642\u064a\u0627\u0633 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0648\u062a\u0642\u0627\u0637\u0639\u0647\u0627\u060c \u0648\u0639\u0631\u0636 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0639\u0644\u0649 \u0642\u0627\u0639\u062f\u0629 \u0631\u0633\u0645 \u062e\u0631\u0627\u0626\u0637. \u0645\u062a\u0627\u062d \u0639\u0644\u0649 <a href=\"https:\/\/qgis.org\/\">https:\/\/qgis.org\/<\/a> <a href=\"#84054aba-724a-4eae-b07b-d50fb6e426d1-link\" aria-label=\"Jump to footnote reference 6\">\u21a9\ufe0e<\/a><\/li><\/ol>\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0644\u0627\u062d\u0638\u0629: \u0627\u0633\u062a\u0639\u0627\u0646 \u0627\u0644\u0645\u0624\u0644\u0641 \u0628\u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u062a\u0646\u0633\u064a\u0642 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0634\u0643\u0644\u064a\u0646 3 \u06484\u060c \u0644\u0643\u0646 \u0627\u0644\u0623\u0634\u0643\u0627\u0644 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629 \u0644\u0645 \u064a\u062a\u0645 \u0625\u0646\u0634\u0627\u0624\u0647\u0627 \u0628\u0648\u0627\u0633\u0637\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0641\u064a 29 \u0623\u0643\u062a\u0648\u0628\u0631\/\u062a\u0634\u0631\u064a\u0646 \u0627\u0644\u0623\u0648\u0644 2024\u060c \u062a\u0633\u0628\u0651\u0628\u062a &#8220;DANA&#8221; &#8211; \u0648\u0647\u064a \u0627\u062e\u062a\u0635\u0627\u0631 \u0623\u0633\u0628\u0627\u0646\u064a \u0644\u0639\u0628\u0627\u0631\u0629 &#8220;\u0645\u0646\u062e\u0641\u0636 \u062c\u0648\u064a \u0645\u0639\u0632\u0648\u0644 \u0641\u0648\u0642 \u0627\u0644\u0628\u062d\u0631 \u0627\u0644\u0623\u0628\u064a\u0636 \u0627\u0644\u0645\u062a\u0648\u0633\u0637&#8221; \u2013 \u0641\u064a \u0625\u062d\u062f\u0627\u062b \u0641\u064a\u0636\u0627\u0646\u0627\u062a \u0645\u0641\u0627\u062c\u0626\u0629 \u0643\u0627\u0631\u062b\u064a\u0629 \u0639\u0628\u0631 \u0625\u0642\u0644\u064a\u0645 \u0641\u0627\u0644\u0646\u0633\u064a\u0627 \u0641\u064a \u0623\u0633\u0628\u0627\u0646\u064a\u0627. \u0641\u0641\u064a \u063a\u0636\u0648\u0646 \u0633\u0627\u0639\u0627\u062a\u060c \u062a\u0644\u0642\u0651\u062a \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0628\u0644\u062f\u0627\u062a \u0623\u0645\u0637\u0627\u0631\u0627\u064b \u063a\u0632\u064a\u0631\u0629 \u062a\u0639\u0627\u062f\u0644 \u0645\u062a\u0633\u0627\u0642\u0637\u0627\u062a \u0639\u0627\u0645 \u0643\u0627\u0645\u0644\u060c \u0625\u0630 \u0628\u0644\u063a\u062a \u0630\u0631\u0648\u062a\u0647\u0627 771 \u0644\u064a\u062a\u0631\u0627\u064b \u0644\u0643\u0644\u0651 \u0645\u062a\u0631 \u0645\u0631\u0628\u0639\u060c \u0645\u0645\u0627 \u0623\u062f\u0651\u0649 \u0625\u0644\u0649 \u062a\u062f\u0645\u064a\u0631 \u0628\u0644\u062f\u0627\u062a \u0628\u0623\u0643\u0645\u0644\u0647\u0627\u060c \u0648\u062a\u0631\u0643 \u0627\u0644\u0622\u0644\u0627\u0641 \u0639\u0627\u0644\u0642\u064a\u0646\u060c \u0648\u0625\u0644\u062d\u0627\u0642 \u0627\u0644\u0636\u0631\u0631 \u0628\u0623\u0643\u062b\u0631 \u0645\u0646 60,000 \u0645\u0633\u0643\u0646\u060c \u0648\u062a\u062f\u0645\u064a\u0631 \u0623\u0643\u062b\u0631 \u0645\u0646 130,000 \u0645\u0631\u0643\u0628\u0629\u060c \u0648\u0648\u0642\u0648\u0639 230 \u0636\u062d\u064a\u0651\u0629.<\/p>\n","protected":false},"author":476,"featured_media":42978,"template":"","meta":{"_acf_changed":false,"footnotes":"[{\"content\":\"\u00a0<em>\u062a\u0648\u062c\u064a\u0647 \u0627\u0644\u0625\u0646\u062a\u0648\u0633\u0627\u064a 5330: \u062a\u0648\u062c\u064a\u0647 \u0628\u0634\u0623\u0646 \u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0643\u0648\u0627\u0631\u062b<\/em> (\u0641\u064a\u064a\u0646\u0627: \u0627\u0644\u0625\u0646\u062a\u0648\u0633\u0627\u064a\u060c 2020) <a href=\\\"https:\/\/www.issai.org\/wp-content\/uploads\/2020\/12\/GUID-5330-Guidance-on-Auditing-Disaster-Management.pdf\\\">https:\/\/www.issai.org\/wp-content\/uploads\/2020\/12\/GUID-5330-Guidance-on-Auditing-Disaster-Management.pdf<\/a>\",\"id\":\"2f0d3d1e-48c1-4103-be52-5e960462574a\"},{\"content\":\"\u00a0\u062c\u0647\u0627\u0632 \u062a\u062f\u0642\u064a\u0642 \u0625\u0642\u0644\u064a\u0645 \u0641\u0627\u0644\u0646\u0633\u064a\u0627: <a href=\\\"https:\/\/www.sindicom.es\/portada\\\">https:\/\/www.sindicom.es\/portada<\/a>\",\"id\":\"a480a4ec-6106-4114-b905-defb87b4c05f\"},{\"content\":\"\u00a0\u0645\u062a\u0627\u062d \u0639\u0644\u0649 \u0627\u0644\u0645\u0648\u0642\u0639 <a href=\\\"https:\/\/visor.gva.es\/visor\/\\\">https:\/\/visor.gva.es\/visor\/<\/a>\",\"id\":\"437bf7f3-1609-4800-82d4-16c132d6e42f\"},{\"content\":\"\u00a0\u0645\u062a\u0627\u062d \u0639\u0644\u0649\u00a0 <a href=\\\"https:\/\/geocataleg.gva.es\/#\/search?uuid=spaicv0701_dana24_huella_inundacion&amp;lang=spa\\\">https:\/\/geocataleg.gva.es\/#\/search?uuid=spaicv0701_dana24_huella_inundacion&amp;lang=spa<\/a>\",\"id\":\"85db37ae-15d4-4898-9cd3-b5a692c0aea2\"},{\"content\":\"\u00a0\u0645\u062a\u0627\u062d \u0639\u0644\u0649 <a href=\\\"https:\/\/www.sedecatastro.gob.es\/Accesos\/SECAccDescargaDatos.aspx\\\">https:\/\/www.sedecatastro.gob.es\/Accesos\/SECAccDescargaDatos.aspx<\/a>\",\"id\":\"aeccab83-e46b-4dde-8428-b9f88ad42f3f\"},{\"content\":\"\u00a0QGIS \u0647\u0648 \u062a\u0637\u0628\u064a\u0642 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u064a\u0645\u0643\u0651\u0646 \u0645\u0646 \u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629\u060c \u0648\u062a\u0631\u0627\u0643\u0628 \u0637\u0628\u0642\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0651\u0629\u060c \u0648\u0642\u064a\u0627\u0633 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0648\u062a\u0642\u0627\u0637\u0639\u0647\u0627\u060c \u0648\u0639\u0631\u0636 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0639\u0644\u0649 \u0642\u0627\u0639\u062f\u0629 \u0631\u0633\u0645 \u062e\u0631\u0627\u0626\u0637. \u0645\u062a\u0627\u062d \u0639\u0644\u0649 <a href=\\\"https:\/\/qgis.org\/\\\">https:\/\/qgis.org\/<\/a>\",\"id\":\"84054aba-724a-4eae-b07b-d50fb6e426d1\"}]"},"journal-categories":[4560],"content-tags":[4249,1437,1425,1520,1477,1360,1428,1511,1460],"country":[3249],"region":[],"section":[1749],"coauthors":[4545],"class_list":["post-44369","journal-entry","type-journal-entry","status-publish","has-post-thumbnail","hentry","journal-categories-q3-2026","content-tags-emerging-risks-ar","content-tags-1437","content-tags-1425","content-tags-1520","content-tags-1477","content-tags-1360","content-tags-1428","content-tags-1511","content-tags-1460","country-spain-ar","section-1749"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a: \u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642 \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0644\u0645\u0646\u062d \u0627\u0644\u0637\u0648\u0627\u0631\u0626 \u0641\u064a \u0645\u0631\u062d\u0644\u0629 \u0645\u0627 \u0628\u0639\u062f \u0627\u0644\u0641\u064a\u0636\u0627\u0646 \u0644\u064a\u0634\u0645\u0644 \u062c\u0645\u064a\u0639 \u0627\u0644\u0633\u0643\u0627\u0646 - INTOSAI Journal<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.intosaijournal.org\/ar\/journal-entry\/open-data-and-ai-driven-geospatial-analysis-scaling-risk-assessment-of-post-flood-emergency-grants-to-the-full-population\/\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a: \u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642 \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0644\u0645\u0646\u062d \u0627\u0644\u0637\u0648\u0627\u0631\u0626 \u0641\u064a \u0645\u0631\u062d\u0644\u0629 \u0645\u0627 \u0628\u0639\u062f \u0627\u0644\u0641\u064a\u0636\u0627\u0646 \u0644\u064a\u0634\u0645\u0644 \u062c\u0645\u064a\u0639 \u0627\u0644\u0633\u0643\u0627\u0646 - INTOSAI Journal\" \/>\n<meta property=\"og:description\" content=\"\u0641\u064a 29 \u0623\u0643\u062a\u0648\u0628\u0631\/\u062a\u0634\u0631\u064a\u0646 \u0627\u0644\u0623\u0648\u0644 2024\u060c \u062a\u0633\u0628\u0651\u0628\u062a &quot;DANA&quot; - \u0648\u0647\u064a \u0627\u062e\u062a\u0635\u0627\u0631 \u0623\u0633\u0628\u0627\u0646\u064a \u0644\u0639\u0628\u0627\u0631\u0629 &quot;\u0645\u0646\u062e\u0641\u0636 \u062c\u0648\u064a \u0645\u0639\u0632\u0648\u0644 \u0641\u0648\u0642 \u0627\u0644\u0628\u062d\u0631 \u0627\u0644\u0623\u0628\u064a\u0636 \u0627\u0644\u0645\u062a\u0648\u0633\u0637&quot; \u2013 \u0641\u064a \u0625\u062d\u062f\u0627\u062b \u0641\u064a\u0636\u0627\u0646\u0627\u062a \u0645\u0641\u0627\u062c\u0626\u0629 \u0643\u0627\u0631\u062b\u064a\u0629 \u0639\u0628\u0631 \u0625\u0642\u0644\u064a\u0645 \u0641\u0627\u0644\u0646\u0633\u064a\u0627 \u0641\u064a \u0623\u0633\u0628\u0627\u0646\u064a\u0627. \u0641\u0641\u064a \u063a\u0636\u0648\u0646 \u0633\u0627\u0639\u0627\u062a\u060c \u062a\u0644\u0642\u0651\u062a \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0628\u0644\u062f\u0627\u062a \u0623\u0645\u0637\u0627\u0631\u0627\u064b \u063a\u0632\u064a\u0631\u0629 \u062a\u0639\u0627\u062f\u0644 \u0645\u062a\u0633\u0627\u0642\u0637\u0627\u062a \u0639\u0627\u0645 \u0643\u0627\u0645\u0644\u060c \u0625\u0630 \u0628\u0644\u063a\u062a \u0630\u0631\u0648\u062a\u0647\u0627 771 \u0644\u064a\u062a\u0631\u0627\u064b \u0644\u0643\u0644\u0651 \u0645\u062a\u0631 \u0645\u0631\u0628\u0639\u060c \u0645\u0645\u0627 \u0623\u062f\u0651\u0649 \u0625\u0644\u0649 \u062a\u062f\u0645\u064a\u0631 \u0628\u0644\u062f\u0627\u062a \u0628\u0623\u0643\u0645\u0644\u0647\u0627\u060c \u0648\u062a\u0631\u0643 \u0627\u0644\u0622\u0644\u0627\u0641 \u0639\u0627\u0644\u0642\u064a\u0646\u060c \u0648\u0625\u0644\u062d\u0627\u0642 \u0627\u0644\u0636\u0631\u0631 \u0628\u0623\u0643\u062b\u0631 \u0645\u0646 60,000 \u0645\u0633\u0643\u0646\u060c \u0648\u062a\u062f\u0645\u064a\u0631 \u0623\u0643\u062b\u0631 \u0645\u0646 130,000 \u0645\u0631\u0643\u0628\u0629\u060c \u0648\u0648\u0642\u0648\u0639 230 \u0636\u062d\u064a\u0651\u0629.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.intosaijournal.org\/ar\/journal-entry\/open-data-and-ai-driven-geospatial-analysis-scaling-risk-assessment-of-post-flood-emergency-grants-to-the-full-population\/\" \/>\n<meta property=\"og:site_name\" content=\"INTOSAI Journal\" \/>\n<meta property=\"article:modified_time\" content=\"2026-10-16T21:15:51+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.intosaijournal.org\/wp-content\/uploads\/2026\/09\/Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis-4.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1326\" \/>\n\t<meta property=\"og:image:height\" content=\"880\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@intosaijournal\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"9 minutes\" \/>\n\t<meta name=\"twitter:label2\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data2\" content=\"Joaqu\u00edn Izquierdo Peris\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.intosaijournal.org\\\/ar\\\/journal-entry\\\/open-data-and-ai-driven-geospatial-analysis-scaling-risk-assessment-of-post-flood-emergency-grants-to-the-full-population\\\/\",\"url\":\"https:\\\/\\\/www.intosaijournal.org\\\/ar\\\/journal-entry\\\/open-data-and-ai-driven-geospatial-analysis-scaling-risk-assessment-of-post-flood-emergency-grants-to-the-full-population\\\/\",\"name\":\"\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a: \u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642 \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0644\u0645\u0646\u062d \u0627\u0644\u0637\u0648\u0627\u0631\u0626 \u0641\u064a \u0645\u0631\u062d\u0644\u0629 \u0645\u0627 \u0628\u0639\u062f \u0627\u0644\u0641\u064a\u0636\u0627\u0646 \u0644\u064a\u0634\u0645\u0644 \u062c\u0645\u064a\u0639 \u0627\u0644\u0633\u0643\u0627\u0646 - INTOSAI Journal\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.intosaijournal.org\\\/de\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.intosaijournal.org\\\/ar\\\/journal-entry\\\/open-data-and-ai-driven-geospatial-analysis-scaling-risk-assessment-of-post-flood-emergency-grants-to-the-full-population\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.intosaijournal.org\\\/ar\\\/journal-entry\\\/open-data-and-ai-driven-geospatial-analysis-scaling-risk-assessment-of-post-flood-emergency-grants-to-the-full-population\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/intosaijournal.org\\\/wp-content\\\/uploads\\\/2026\\\/09\\\/Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis-4.png\",\"datePublished\":\"2026-09-21T18:00:30+00:00\",\"dateModified\":\"2026-10-16T21:15:51+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.intosaijournal.org\\\/ar\\\/journal-entry\\\/open-data-and-ai-driven-geospatial-analysis-scaling-risk-assessment-of-post-flood-emergency-grants-to-the-full-population\\\/#breadcrumb\"},\"inLanguage\":\"ar\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.intosaijournal.org\\\/ar\\\/journal-entry\\\/open-data-and-ai-driven-geospatial-analysis-scaling-risk-assessment-of-post-flood-emergency-grants-to-the-full-population\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ar\",\"@id\":\"https:\\\/\\\/www.intosaijournal.org\\\/ar\\\/journal-entry\\\/open-data-and-ai-driven-geospatial-analysis-scaling-risk-assessment-of-post-flood-emergency-grants-to-the-full-population\\\/#primaryimage\",\"url\":\"https:\\\/\\\/intosaijournal.org\\\/wp-content\\\/uploads\\\/2026\\\/09\\\/Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis-4.png\",\"contentUrl\":\"https:\\\/\\\/intosaijournal.org\\\/wp-content\\\/uploads\\\/2026\\\/09\\\/Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis-4.png\",\"width\":1326,\"height\":880,\"caption\":\"\u0622\u062b\u0627\u0631 \u0641\u064a\u0636\u0627\u0646 \u0639\u0627\u0645 2024 \u0641\u064a \u0623\u0644\u0641\u0627\u0641\u0627\u0631\u060c \u0641\u0627\u0644\u0646\u0633\u064a\u0627\u060c \u0625\u0633\u0628\u0627\u0646\u064a\u0627. \u0627\u0644\u0645\u0635\u062f\u0631: Adobe Stock Images\u060c Altseason\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.intosaijournal.org\\\/ar\\\/journal-entry\\\/open-data-and-ai-driven-geospatial-analysis-scaling-risk-assessment-of-post-flood-emergency-grants-to-the-full-population\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/intosaijournal.org\\\/ar\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a: \u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642 \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0644\u0645\u0646\u062d \u0627\u0644\u0637\u0648\u0627\u0631\u0626 \u0641\u064a \u0645\u0631\u062d\u0644\u0629 \u0645\u0627 \u0628\u0639\u062f \u0627\u0644\u0641\u064a\u0636\u0627\u0646 \u0644\u064a\u0634\u0645\u0644 \u062c\u0645\u064a\u0639 \u0627\u0644\u0633\u0643\u0627\u0646\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.intosaijournal.org\\\/de\\\/#website\",\"url\":\"https:\\\/\\\/www.intosaijournal.org\\\/de\\\/\",\"name\":\"INTOSAI Journal\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.intosaijournal.org\\\/de\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.intosaijournal.org\\\/de\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ar\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.intosaijournal.org\\\/de\\\/#organization\",\"name\":\"INTOSAI Journal\",\"url\":\"https:\\\/\\\/www.intosaijournal.org\\\/de\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ar\",\"@id\":\"https:\\\/\\\/www.intosaijournal.org\\\/de\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/intosai.nclud.com\\\/wp-content\\\/uploads\\\/2023\\\/04\\\/logo.png\",\"contentUrl\":\"https:\\\/\\\/intosai.nclud.com\\\/wp-content\\\/uploads\\\/2023\\\/04\\\/logo.png\",\"width\":736,\"height\":122,\"caption\":\"INTOSAI Journal\"},\"image\":{\"@id\":\"https:\\\/\\\/www.intosaijournal.org\\\/de\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/x.com\\\/intosaijournal\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a: \u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642 \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0644\u0645\u0646\u062d \u0627\u0644\u0637\u0648\u0627\u0631\u0626 \u0641\u064a \u0645\u0631\u062d\u0644\u0629 \u0645\u0627 \u0628\u0639\u062f \u0627\u0644\u0641\u064a\u0636\u0627\u0646 \u0644\u064a\u0634\u0645\u0644 \u062c\u0645\u064a\u0639 \u0627\u0644\u0633\u0643\u0627\u0646 - INTOSAI Journal","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.intosaijournal.org\/ar\/journal-entry\/open-data-and-ai-driven-geospatial-analysis-scaling-risk-assessment-of-post-flood-emergency-grants-to-the-full-population\/","og_locale":"ar_AR","og_type":"article","og_title":"\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a: \u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642 \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0644\u0645\u0646\u062d \u0627\u0644\u0637\u0648\u0627\u0631\u0626 \u0641\u064a \u0645\u0631\u062d\u0644\u0629 \u0645\u0627 \u0628\u0639\u062f \u0627\u0644\u0641\u064a\u0636\u0627\u0646 \u0644\u064a\u0634\u0645\u0644 \u062c\u0645\u064a\u0639 \u0627\u0644\u0633\u0643\u0627\u0646 - INTOSAI Journal","og_description":"\u0641\u064a 29 \u0623\u0643\u062a\u0648\u0628\u0631\/\u062a\u0634\u0631\u064a\u0646 \u0627\u0644\u0623\u0648\u0644 2024\u060c \u062a\u0633\u0628\u0651\u0628\u062a \"DANA\" - \u0648\u0647\u064a \u0627\u062e\u062a\u0635\u0627\u0631 \u0623\u0633\u0628\u0627\u0646\u064a \u0644\u0639\u0628\u0627\u0631\u0629 \"\u0645\u0646\u062e\u0641\u0636 \u062c\u0648\u064a \u0645\u0639\u0632\u0648\u0644 \u0641\u0648\u0642 \u0627\u0644\u0628\u062d\u0631 \u0627\u0644\u0623\u0628\u064a\u0636 \u0627\u0644\u0645\u062a\u0648\u0633\u0637\" \u2013 \u0641\u064a \u0625\u062d\u062f\u0627\u062b \u0641\u064a\u0636\u0627\u0646\u0627\u062a \u0645\u0641\u0627\u062c\u0626\u0629 \u0643\u0627\u0631\u062b\u064a\u0629 \u0639\u0628\u0631 \u0625\u0642\u0644\u064a\u0645 \u0641\u0627\u0644\u0646\u0633\u064a\u0627 \u0641\u064a \u0623\u0633\u0628\u0627\u0646\u064a\u0627. \u0641\u0641\u064a \u063a\u0636\u0648\u0646 \u0633\u0627\u0639\u0627\u062a\u060c \u062a\u0644\u0642\u0651\u062a \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0628\u0644\u062f\u0627\u062a \u0623\u0645\u0637\u0627\u0631\u0627\u064b \u063a\u0632\u064a\u0631\u0629 \u062a\u0639\u0627\u062f\u0644 \u0645\u062a\u0633\u0627\u0642\u0637\u0627\u062a \u0639\u0627\u0645 \u0643\u0627\u0645\u0644\u060c \u0625\u0630 \u0628\u0644\u063a\u062a \u0630\u0631\u0648\u062a\u0647\u0627 771 \u0644\u064a\u062a\u0631\u0627\u064b \u0644\u0643\u0644\u0651 \u0645\u062a\u0631 \u0645\u0631\u0628\u0639\u060c \u0645\u0645\u0627 \u0623\u062f\u0651\u0649 \u0625\u0644\u0649 \u062a\u062f\u0645\u064a\u0631 \u0628\u0644\u062f\u0627\u062a \u0628\u0623\u0643\u0645\u0644\u0647\u0627\u060c \u0648\u062a\u0631\u0643 \u0627\u0644\u0622\u0644\u0627\u0641 \u0639\u0627\u0644\u0642\u064a\u0646\u060c \u0648\u0625\u0644\u062d\u0627\u0642 \u0627\u0644\u0636\u0631\u0631 \u0628\u0623\u0643\u062b\u0631 \u0645\u0646 60,000 \u0645\u0633\u0643\u0646\u060c \u0648\u062a\u062f\u0645\u064a\u0631 \u0623\u0643\u062b\u0631 \u0645\u0646 130,000 \u0645\u0631\u0643\u0628\u0629\u060c \u0648\u0648\u0642\u0648\u0639 230 \u0636\u062d\u064a\u0651\u0629.","og_url":"https:\/\/www.intosaijournal.org\/ar\/journal-entry\/open-data-and-ai-driven-geospatial-analysis-scaling-risk-assessment-of-post-flood-emergency-grants-to-the-full-population\/","og_site_name":"INTOSAI Journal","article_modified_time":"2026-10-16T21:15:51+00:00","og_image":[{"width":1326,"height":880,"url":"https:\/\/www.intosaijournal.org\/wp-content\/uploads\/2026\/09\/Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis-4.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_site":"@intosaijournal","twitter_misc":{"Est. reading time":"9 minutes","Written by":"Joaqu\u00edn Izquierdo Peris"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.intosaijournal.org\/ar\/journal-entry\/open-data-and-ai-driven-geospatial-analysis-scaling-risk-assessment-of-post-flood-emergency-grants-to-the-full-population\/","url":"https:\/\/www.intosaijournal.org\/ar\/journal-entry\/open-data-and-ai-driven-geospatial-analysis-scaling-risk-assessment-of-post-flood-emergency-grants-to-the-full-population\/","name":"\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a: \u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642 \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0644\u0645\u0646\u062d \u0627\u0644\u0637\u0648\u0627\u0631\u0626 \u0641\u064a \u0645\u0631\u062d\u0644\u0629 \u0645\u0627 \u0628\u0639\u062f \u0627\u0644\u0641\u064a\u0636\u0627\u0646 \u0644\u064a\u0634\u0645\u0644 \u062c\u0645\u064a\u0639 \u0627\u0644\u0633\u0643\u0627\u0646 - INTOSAI Journal","isPartOf":{"@id":"https:\/\/www.intosaijournal.org\/de\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.intosaijournal.org\/ar\/journal-entry\/open-data-and-ai-driven-geospatial-analysis-scaling-risk-assessment-of-post-flood-emergency-grants-to-the-full-population\/#primaryimage"},"image":{"@id":"https:\/\/www.intosaijournal.org\/ar\/journal-entry\/open-data-and-ai-driven-geospatial-analysis-scaling-risk-assessment-of-post-flood-emergency-grants-to-the-full-population\/#primaryimage"},"thumbnailUrl":"https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis-4.png","datePublished":"2026-09-21T18:00:30+00:00","dateModified":"2026-10-16T21:15:51+00:00","breadcrumb":{"@id":"https:\/\/www.intosaijournal.org\/ar\/journal-entry\/open-data-and-ai-driven-geospatial-analysis-scaling-risk-assessment-of-post-flood-emergency-grants-to-the-full-population\/#breadcrumb"},"inLanguage":"ar","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.intosaijournal.org\/ar\/journal-entry\/open-data-and-ai-driven-geospatial-analysis-scaling-risk-assessment-of-post-flood-emergency-grants-to-the-full-population\/"]}]},{"@type":"ImageObject","inLanguage":"ar","@id":"https:\/\/www.intosaijournal.org\/ar\/journal-entry\/open-data-and-ai-driven-geospatial-analysis-scaling-risk-assessment-of-post-flood-emergency-grants-to-the-full-population\/#primaryimage","url":"https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis-4.png","contentUrl":"https:\/\/intosaijournal.org\/wp-content\/uploads\/2026\/09\/Q3_2026_Open-Data-and-AI-Driven-Geospatial-Analysis-4.png","width":1326,"height":880,"caption":"\u0622\u062b\u0627\u0631 \u0641\u064a\u0636\u0627\u0646 \u0639\u0627\u0645 2024 \u0641\u064a \u0623\u0644\u0641\u0627\u0641\u0627\u0631\u060c \u0641\u0627\u0644\u0646\u0633\u064a\u0627\u060c \u0625\u0633\u0628\u0627\u0646\u064a\u0627. \u0627\u0644\u0645\u0635\u062f\u0631: Adobe Stock Images\u060c Altseason"},{"@type":"BreadcrumbList","@id":"https:\/\/www.intosaijournal.org\/ar\/journal-entry\/open-data-and-ai-driven-geospatial-analysis-scaling-risk-assessment-of-post-flood-emergency-grants-to-the-full-population\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/intosaijournal.org\/ar\/"},{"@type":"ListItem","position":2,"name":"\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a: \u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642 \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0644\u0645\u0646\u062d \u0627\u0644\u0637\u0648\u0627\u0631\u0626 \u0641\u064a \u0645\u0631\u062d\u0644\u0629 \u0645\u0627 \u0628\u0639\u062f \u0627\u0644\u0641\u064a\u0636\u0627\u0646 \u0644\u064a\u0634\u0645\u0644 \u062c\u0645\u064a\u0639 \u0627\u0644\u0633\u0643\u0627\u0646"}]},{"@type":"WebSite","@id":"https:\/\/www.intosaijournal.org\/de\/#website","url":"https:\/\/www.intosaijournal.org\/de\/","name":"INTOSAI Journal","description":"","publisher":{"@id":"https:\/\/www.intosaijournal.org\/de\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.intosaijournal.org\/de\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ar"},{"@type":"Organization","@id":"https:\/\/www.intosaijournal.org\/de\/#organization","name":"INTOSAI Journal","url":"https:\/\/www.intosaijournal.org\/de\/","logo":{"@type":"ImageObject","inLanguage":"ar","@id":"https:\/\/www.intosaijournal.org\/de\/#\/schema\/logo\/image\/","url":"https:\/\/intosai.nclud.com\/wp-content\/uploads\/2023\/04\/logo.png","contentUrl":"https:\/\/intosai.nclud.com\/wp-content\/uploads\/2023\/04\/logo.png","width":736,"height":122,"caption":"INTOSAI Journal"},"image":{"@id":"https:\/\/www.intosaijournal.org\/de\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/intosaijournal"]}]}},"_links":{"self":[{"href":"https:\/\/intosaijournal.org\/ar\/wp-json\/wp\/v2\/journal-entry\/44369","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/intosaijournal.org\/ar\/wp-json\/wp\/v2\/journal-entry"}],"about":[{"href":"https:\/\/intosaijournal.org\/ar\/wp-json\/wp\/v2\/types\/journal-entry"}],"author":[{"embeddable":true,"href":"https:\/\/intosaijournal.org\/ar\/wp-json\/wp\/v2\/users\/476"}],"version-history":[{"count":1,"href":"https:\/\/intosaijournal.org\/ar\/wp-json\/wp\/v2\/journal-entry\/44369\/revisions"}],"predecessor-version":[{"id":44401,"href":"https:\/\/intosaijournal.org\/ar\/wp-json\/wp\/v2\/journal-entry\/44369\/revisions\/44401"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/intosaijournal.org\/ar\/wp-json\/wp\/v2\/media\/42978"}],"wp:attachment":[{"href":"https:\/\/intosaijournal.org\/ar\/wp-json\/wp\/v2\/media?parent=44369"}],"wp:term":[{"taxonomy":"journal-categories","embeddable":true,"href":"https:\/\/intosaijournal.org\/ar\/wp-json\/wp\/v2\/journal-categories?post=44369"},{"taxonomy":"content-tags","embeddable":true,"href":"https:\/\/intosaijournal.org\/ar\/wp-json\/wp\/v2\/content-tags?post=44369"},{"taxonomy":"country","embeddable":true,"href":"https:\/\/intosaijournal.org\/ar\/wp-json\/wp\/v2\/country?post=44369"},{"taxonomy":"region","embeddable":true,"href":"https:\/\/intosaijournal.org\/ar\/wp-json\/wp\/v2\/region?post=44369"},{"taxonomy":"section","embeddable":true,"href":"https:\/\/intosaijournal.org\/ar\/wp-json\/wp\/v2\/section?post=44369"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/intosaijournal.org\/ar\/wp-json\/wp\/v2\/coauthors?post=44369"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}