======Mapping Climate Change Vulnerability and Impact Scenarios======
This guidebook provides a framework for sub-national planners to map climate change vulnerability and identify adaptation options.  \\ 
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(Generated with the help of GPT-4) \\ 
  

^  Quick Facts  ^^
|Report location:  |[[https://foresightfordevelopment.org/sobipro/download-file/46-425/54|source]]   |
|Language:  |English  |
|Publisher:  |[[encyclopedia:undp|United Nations Development Programme]]  |
|Authors:  | Alain Retiere,  Benjamin Ponge,  Katharine Vincent,  Ondure Machulu Fred,  Prakash Deenapanray,  Serge Dedeystere,  Stephane Hallegate,  Stephen Gold,  Violaine Lepousez,  Winfred Nelson, K. Vincent, A. Retiere, V. Lepousez, S. Dedeystere, B. Ponge, S. Hallegate, P. Deenapanray, P. Kurukulasuriya, W. Nelson, O. Machulu, Pradeep Kurukulasuriya  |
|Geographic focus:  |Global   |

=====Methods=====
The research method involves assessing past and present climate trends, projecting future hazards and sensitivity, determining adaptive capacity, and mapping vulnerability using GIS and expert judgment.  \\ 
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(Generated with the help of GPT-4) \\

=====Key Insights=====
The guidebook outlines a process for sub-national planners to assess climate change vulnerability and impacts, integrating local knowledge and expert judgment to create effective adaptation strategies.  \\ 
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(Generated with the help of GPT-4) \\ 


=====Additional Viewpoints=====
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<span #categories_box> Categories:  {{tag>English_publication_language}} |  {{tag>Global_geographic_scope}} |  {{tag>adaptation}} |  {{tag>adaptive_capacity}} |  {{tag>climate_change}} |  {{tag>environment}} |  {{tag>expert_judgment}} |  {{tag>gis}} |  {{tag>hazards}} |  {{tag>mapping}} |  {{tag>sensitivity}} |  {{tag>sub-national_planning}} |  {{tag>vulnerability}}   </span>  


~~DISCUSSION~~