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(ii) crop production;
(iii) livestock production;
(iv) off-farm activities, and wages;
(v) Access to extension, markets, credit, food consumption and social capital;
(vi) climate change perception and shocks;
(vii) adaptation strategies;
(viii) household assets, and basic services.
Three-stage sampling was used.  First,  municipalities  were  randomly  selected  within  each  agro-ecological zone (AEZ)  based  on  their number of agricultural households.  Second, villages  were  randomly  selected within selected 
municipalities.  Finally,  random  farm  households  were  selected  within  selected  villages. Therefore,  the  municipalities  were  randomly  selected  within  each  AEZ  (AEZ  I:  one municipality,  AEZ  II:  two  municipalities,  AEZ  III:  three  municipalities,  and  AEZ  IV:  one municipality). The choice of the number of municipalities per AEZ is linked to the number of 
municipalities covered by  AEZs  I and IV (they covered two municipalities, and it has been decided to select one of the two).  The  number  of municipalities for the AEZs  II and III  was determined proportionally  to their size,  referring to the size of AEZ  I  as a  reference. Only 
four  out of the five  AEZs  covered by the basin are considered, namely AEZ I (totally), AEZ II (totally), AEZ III (partially), and AEZ IV (partially). AEZ V was disregarded because only one  of  its  municipalities  is  located  within  the  Niger  basin  and  it  is  a  small  part  of  the municipality  that  is  included  in  the  basin.  Moreover,  Pèrèrè  was  disregarded,  because  this municipality is partially covered by the basin (just a small part). Similarly, two municipalities that  are  partially  included  in  the  basin  within  AEZ  III  were  avoided  (Kouandé  was maintained  because  its  major  part  is  within  the  basin).  The municipalities  were  selected within each AEZ by the means of probability-proportional-to-size (PPS).
Finally the municipalities that were chosen  are:  Malanville in AEZ  I, Banikoara and Kandi in 
AEZ II, Bembèrèkè, Kouandé, and Nikki in AEZ III, and Natitingou in AEZ IV.  The  sample  size  was  545  agricultural  households allocated  across  selected  municipalities  by  the  means  of  N-proportional  allocation  . Moreover, some adjustments have been made due to logistical constraints. 
Based  on  the  allocation  of  the  sample  size  across  municipalities,  it  has  been  decided  to allocate  twenty  households  per  villages,  meaning  four  villages  should  be  surveyed  in  each municipality,  except Natitingou (three villages) and Kandi (due to the fact that one village of Kandi was already randomly selected for the pilot survey).  At  the  end  of  the  process,  28  villages  had  been  surveyed.  Due  to 
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                     <gmd:description gco:nilReason="missing">
                        <gco:CharacterString/>
                     </gmd:description>
                     <gmd:source uuidref="">
                        <gmd:LI_Source/>
                     </gmd:source>
                  </gmd:LI_ProcessStep>
               </gmd:processStep>
               <gmd:processStep>
                  <gmd:LI_ProcessStep>
                     <gmd:description gco:nilReason="missing">
                        <gco:CharacterString/>
                     </gmd:description>
                  </gmd:LI_ProcessStep>
               </gmd:processStep>
               <gmd:source uuidref="">
                  <gmd:LI_Source/>
               </gmd:source>
            </gmd:LI_Lineage>
         </gmd:lineage>
      </gmd:DQ_DataQuality>
  </gmd:dataQualityInfo>
</gmd:MD_Metadata>