[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-detail-109286-en":3,"doc-seo-109286-105":31,"detail-sidebar-cat-0-en-105":92},{"code":4,"msg":5,"data":6},0,"success",{"doc_id":7,"user_id":8,"nickname":9,"user_avatar":10,"doc_module":4,"category_id":11,"category_name":12,"doc_title":13,"doc_description":14,"doc_content":15,"file_id":16,"file_url":17,"file_type":18,"file_size":19,"view_count":20,"is_deleted":4,"is_public":21,"is_downloadable":21,"audit_status":21,"page_count":22,"language":23,"language_code":24,"site_id":25,"html_lang":24,"table_of_contents":26,"faqs":27,"seo_title":28,"seo_description":14,"update_tm":29,"read_time":30},109286,1649267921044,"Ava Thompson","https://us-avatar.wpscdn.com/avatar/1800007509477c92dfb?_k=1782875107921204101",8,"Research & Report","Mapping Land Use Scenarios - Uganda","Mapping Land Use Scenarios for Eastern and Southern Africa focuses on Uganda’s land-use planning under future climate and development pathways. It presents methods to assess land-use suitability, including mapping environmental suitability and masking unsuitable land cover and protected areas, then estimates land cover shifts across BAU, ASP, and climate action scenarios. The report further quantifies agricultural value through crops, livestock, wood products, and fish, and summarizes results via tables and suitability maps to support scenario-based decision-making.","Pub lic Disclosure Authorized Pub lic Disclosure Authorized Pub lic Disclosure Authorized Pub lic Disclosure Authorized  \nEASTERN AND  \n SOUTHERN AFRICA  \nUGANDA  \n Mapping Land Use Scenarios  \nWorld Bank Group  \nMay 2025  \n© 2025 The World Bank Group  \n1818 H Street NW, Washington, DC 20433  \nTelephone: 202-473-1000; [Internet: www.worldbank.org](Internet: www.worldbank.org)  \nThis work is a product of the staff of the International Bank for Reconstruction and Development (IBRD), the International Development Association (IDA), the International Finance Corporation (IFC), and the Multilateral Investment Guarantee Agency (MIGA), collectively known as The World Bank Group, with external contributors.  \nThe World Bank Group does not guarantee the accuracy, reliability or completeness of the content included in this work, or the conclusions or judgments described herein, and accepts no responsibility or liability for any omissions or errors (including, without limitation, typographical errors and technical errors) in the content whatsoever or for reliance thereon. The boundaries, colors, denominations, links/footnotes and other information shown in this work do not imply any judgment on the part of any of the organizations of The World Bank Group concerning the legal status of any territory or the endorsement or acceptance of such boundaries. The citation of works authored by others does not mean The World Bank Group endorses the views expressed by those authors or the content of their works. The findings, interpretations, and conclusions expressed in this volume do not necessarily reflect the views of IBRD/IDA, IFC and MIGA, their respective Boards of Executive Directors, and the governments they represent.  \nThe contents of this work are intended for general informational purposes only and are not intended to constitute legal, securities, or investment advice, an opinion regarding the appropriateness of any investment, or a solicitation of any type. Some of the organizations of The World Bank Group or their affiliates may have an investment in, provide other advice or services to, or otherwise have a financial interest in, certain of the companies and parties named herein.  \nNothing herein shall constitute or be construed or considered to be a limitation upon or waiver of the privileges and immunities of any of IBRD/IDA, IFC and MIGA, all of which are specifically reserved.  \nRights and Permissions  \nThe material in this work is subject to copyright. Because the World Bank Group encourages dissemination of its knowledge, this work may be reproduced, in whole or in part, for non-commercial purposes as long as full attribution to this work is given and all further permissions that may be required for such use (as noted herein) are acquired. The World Bank Group does not warrant that the content contained in this work will not infringe on the rights of third parties and accepts no responsibility or liability in this regard.  \nAll queries on rights and licenses should be addressed to World Bank Publications, The World Bank, 1818 H Street NW, Washington, DC 20433, USA; e-mail: [pubrights@worldbank.org](pubrights@worldbank.org).  \nMapping Land Use Scenarios  \nCOUNTRY CLIMATE AND DEVELOPMENT REPORT  \nAcknowledgments iv  \nAbbreviations and Acronyms v  \n1. Introduction 1  \n2. Mapping Land Use Suitability 3  \n2.1. Overview 3  \n2.2. Methods 3  \n2.2.1. Mapping of environmental suitability 3  \n2.2.2. Masking unsuitable land cover and protected areas 9  \n2.3. Results 11  \n3. Land Cover Under Future Scenarios 15  \n3.1. Overview 15  \n3.2. Methods 15  \n3.2.1. Analysis of past land cover trends 15  \n3.2.2. BAU scenario 16  \n3.2.3. ASP scenario 17  \n3.2.4. Climate action scenarios 20  \n3.3. Results 22  \n3.3.1. Past land cover trends 22  \n3.3.2. BAU scenario 24  \n3.3.3. ASP scenario 27  \n3.3.4. Climate action scenario 29  \n4. Estimation of Agricultural Value 32  \n4.1. Methods 32  \n4.1.1. Crops 32  \n4.1.2. Livestock 34  \n4.1.3. Wood products 34  \n4","cbCaiaffeTtE0l8y","https://ap.wps.com/l/cbCaiaffeTtE0l8y","pdf",4745153,4,1,50,"English","en",105,"# Acknowledgments\n# Abbreviations and Acronyms\n# Introduction\n# Mapping Land Use Suitability\n## Overview\n## Methods\n### Mapping of environmental suitability\n### Masking unsuitable land cover and protected areas\n## Results\n# Land Cover Under Future Scenarios\n## Overview\n## Methods\n### Analysis of past land cover trends\n### BAU scenario\n### ASP scenario\n### Climate action scenarios\n## Results\n### Past land cover trends\n### BAU scenario\n### ASP scenario\n### Climate action scenario\n# Estimation of Agricultural Value\n## Methods\n### Crops\n### Livestock\n### Wood products\n### Fish\n## Results\n# References\n# List of Tables\n# List of Figures","[{\"question\":\"What methodology is used to map land-use suitability in Uganda?\",\"answer\":\"The report maps environmental suitability and applies masking to remove unsuitable land cover and protected areas, then summarizes results through suitability maps and related figures.\"},{\"question\":\"Which future scenarios are analyzed for land cover changes?\",\"answer\":\"It evaluates a BAU scenario, an ASP scenario, and climate action scenarios, including comparative results and projected land cover outcomes.\"},{\"question\":\"How is agricultural value estimated under the scenarios?\",\"answer\":\"Agricultural value is assessed using crops, livestock, wood products, and fish, with results summarized through methods, costs, and value-added related tables.\"}]","Mapping Land Use Scenarios - 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