Environment suitability mapping of livestock: A case study of Ethiopian indigenous sheep and goats
cg.contact | J.Mwacharo@cgiar.org | en_US |
cg.contributor.center | International Center for Agricultural Research in the Dry Areas - ICARDA | en_US |
cg.contributor.center | International Livestock Research Institute - ILRI | en_US |
cg.contributor.center | University of Edinburgh, College of Medicine & Veterinary Medicine, The Roslin Institute - ED - CoM&VM - ROSLIN | en_US |
cg.contributor.center | CIFOR-ICRAF Asia Continental Program | en_US |
cg.contributor.crp | CGIAR Research Program on Livestock Agri-Food Systems - Livestock | en_US |
cg.contributor.crp | Resilient Agrifood Systems - RAFS | en_US |
cg.contributor.funder | CGIAR Research Program on Livestock Agri-Food Systems - Livestock | en_US |
cg.contributor.initiative | Sustainable Animal Productivity | en_US |
cg.contributor.project-lead-institute | International Center for Agricultural Research in the Dry Areas - ICARDA | en_US |
cg.coverage.country | ET | en_US |
cg.coverage.region | Eastern Africa | en_US |
cg.creator.id | Atassi, Layal: 0000-0002-7271-7591 | en_US |
cg.creator.id | Haile, Aynalem: 0000-0001-5914-0487 | en_US |
cg.creator.id | Solomon, Dawit: 0000-0002-6839-6801 | en_US |
cg.creator.id | Rischkowsky, Barbara: 0000-0002-0035-471X | en_US |
cg.creator.id | Biradar, Chandrashekhar: 0000-0002-9532-9452 | en_US |
cg.creator.id | Mwacharo, Joram: 0000-0001-6981-8140 | en_US |
cg.identifier.doi | https://dx.doi.org/10.1016/j.smallrumres.2022.106775 | en_US |
cg.isijournal | ISI Journal | en_US |
cg.issn | 0921-4488 | en_US |
cg.journal | Small Ruminant Research | en_US |
cg.subject.actionArea | Resilient Agrifood Systems | en_US |
cg.subject.agrovoc | adaptation | en_US |
cg.subject.agrovoc | small ruminants | en_US |
cg.subject.agrovoc | gis | en_US |
cg.subject.agrovoc | goal 1 no poverty | en_US |
cg.subject.agrovoc | goats | en_US |
cg.subject.agrovoc | sheep | en_US |
cg.subject.impactArea | Environmental health and biodiversity | en_US |
cg.subject.sdg | SDG 1 - No poverty | en_US |
cg.volume | 216 | en_US |
dc.contributor | Haile, Aynalem | en_US |
dc.contributor | Solomon, Dawit | en_US |
dc.contributor | Demissie, T. | en_US |
dc.contributor | Rischkowsky, Barbara | en_US |
dc.contributor | Biradar, Chandrashekhar | en_US |
dc.contributor | Mwacharo, Joram | en_US |
dc.creator | Atassi, Layal | en_US |
dc.date.accessioned | 2021-12-02T17:08:09Z | |
dc.date.available | 2021-12-02T17:08:09Z | |
dc.description.abstract | Demand for livestock products is increasing as climate volatility threatens animal productivity and welfare. Therefore, novel technologies and approaches to meet these challenges are required. Geo-informatics and geo-visualization can address a critical question in this endeavor -where can improved indigenous, newly developed and composite breeds be introduced while retaining optimal productivity and resilience to climatic and environmental volatility? Here, a case study of four and two Ethiopian indigenous breeds of sheep (Atsbi, Doyogena, Horro, Menz) and goats (Abergelle, Yabello), and geo-informatics based spatial analytics generating, for each breed, a suitability index map is presented. The analysis reveals overlapping and breed-specific enviro-geographic and ecological suitability niches. More than 51% of Ethiopia is unsuitable for the optimal performance of the six breeds. The proportions of unsuitable land are 64.84% (Menz), 53.44% (Horro), 76.98% (Doyogena), 83.53% (Atsbi), 82.37% (Abergelle) and 63.89% (Yabello). The suitable production range for the four sheep breeds show a slight overlap, but that of the two goat breeds did not. The goats are best suited to the drylands, but the niche for Abergelle is in the north, and that of Yabello is in the south of Ethiopia. The heatmaps suggest that the mean annual temperature and precipitation have the largest contribution in the classification of geographic areas into suitability classes. Our results provide insights for targeting location specific species- and breed-interventions, and with climate change trajectories and natural resource base abundance, will be a major criterion for building resilient livestock production systems. Furthermore, ecological suitability mapping can allow practitioners to evaluate potential geographic ranges for newly-developed, experimental, and improved livestock breeds to design sustainable and innovative agro-ecological solutions. | en_US |
dc.format | en_US | |
dc.identifier | https://mel.cgiar.org/reporting/downloadmelspace/hash/206705a294756b5295886aba40ee778e/v/74e271e856efd99cf77344f48f28d203 | en_US |
dc.identifier.citation | Layal Atassi, Aynalem Haile, Dawit Solomon, T. Demissie, Barbara Rischkowsky, Chandrashekhar Biradar, Joram Mwacharo. (1/11/2022). Environment suitability mapping of livestock: A case study of Ethiopian indigenous sheep and goats. Small Ruminant Research, 216. | en_US |
dc.identifier.status | Open access | en_US |
dc.identifier.uri | https://hdl.handle.net/20.500.11766/66516 | |
dc.language | en | en_US |
dc.publisher | Elsevier (12 months) | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Abergelle goat similarity in all evaluated factors in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Abergelle goat similarity in all evaluated factors in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Abergelle goat climate similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Abergelle goat climate similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (16/1/2019). Abergelle goat landform similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (16/1/2019). Abergelle goat landform similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Abergelle goat precipitation similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Abergelle goat precipitation similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Abergelle goat soil similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Abergelle goat soil similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Abergelle goat temperature similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Abergelle goat temperature similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Atsbi sheep similarity in all evaluated factors in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Atsbi sheep similarity in all evaluated factors in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Atsbi sheep climate similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Atsbi sheep climate similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Atsbi sheep landform similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Atsbi sheep landform similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Atsbi sheep precipitation similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Atsbi sheep precipitation similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Atsbi sheep soil similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Atsbi sheep soil similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Atsbi sheep temperature similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Atsbi sheep temperature similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Doyo Gena sheep similarity in all evaluated factors in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Doyo Gena sheep similarity in all evaluated factors in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Doyo Gena sheep climate similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Doyo Gena sheep climate similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Doyo Gena sheep landform similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Doyo Gena sheep landform similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Doyo Gena sheep precipitation similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Doyo Gena sheep precipitation similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Doyo Gena sheep soil similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Doyo Gena sheep soil similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Doyo Gena sheep temperature similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Doyo Gena sheep temperature similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Horro sheep similarity in all evaluated factors in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Horro sheep similarity in all evaluated factors in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Horro sheep climate similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Horro sheep climate similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Horro sheep landform similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Horro sheep landform similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Horro sheep precipitation similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Horro sheep precipitation similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Horro sheep soil similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Horro sheep soil similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Horro sheep temperature similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Horro sheep temperature similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Menz sheep similarity in all evaluated factors in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Menz sheep similarity in all evaluated factors in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Menz sheep climate similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Menz sheep climate similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Menz sheep landform similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Menz sheep landform similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Menz sheep precipitation similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Menz sheep precipitation similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Menz sheep soil similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Menz sheep soil similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Menz sheep temperature similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Menz sheep temperature similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Yabello goat similarity in all evaluated factors in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Yabello goat similarity in all evaluated factors in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Yabello goat climate similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Yabello goat climate similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Yabello goat landform similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Yabello goat landform similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Yabello goat precipitation similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Yabello goat precipitation similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Yabello goat soil similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Yabello goat soil similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Yabello goat temperature similarity in Ethiopia [Spatial (raster)]. | en_US |
dc.relation | Layal Atassi, Chandrashekhar Biradar, Joram Mwacharo, Aynalem Haile. (31/12/2018). Yabello goat temperature similarity in Ethiopia [Spatial (raster)]. | en_US |
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dc.relation.uri | https://hdl.handle.net/20.500.11766/9237 | en_US |
dc.relation.uri | https://hdl.handle.net/20.500.11766.1/FK2/WVSJYU | en_US |
dc.relation.uri | https://hdl.handle.net/20.500.11766/9238 | en_US |
dc.relation.uri | https://hdl.handle.net/20.500.11766.1/FK2/34VVJI | en_US |
dc.relation.uri | https://hdl.handle.net/20.500.11766/9239 | en_US |
dc.relation.uri | https://hdl.handle.net/20.500.11766.1/FK2/U35OSK | en_US |
dc.relation.uri | https://hdl.handle.net/20.500.11766/9240 | en_US |
dc.relation.uri | https://hdl.handle.net/20.500.11766.1/FK2/YAAOP8 | en_US |
dc.relation.uri | https://hdl.handle.net/20.500.11766/9241 | en_US |
dc.relation.uri | https://hdl.handle.net/20.500.11766.1/FK2/8M3A5J | en_US |
dc.relation.uri | https://hdl.handle.net/20.500.11766/9242 | en_US |
dc.relation.uri | https://hdl.handle.net/20.500.11766.1/FK2/BETDUR | en_US |
dc.rights | CC-BY-NC-ND-4.0 | en_US |
dc.source | Small Ruminant Research;216,(2022) | en_US |
dc.subject | geo-informatics | en_US |
dc.subject | ecological niche modeling | en_US |
dc.subject | environmental health and biodiversity | en_US |
dc.title | Environment suitability mapping of livestock: A case study of Ethiopian indigenous sheep and goats | en_US |
dc.type | Journal Article | en_US |
dcterms.available | 2022-07-16 | en_US |
dcterms.issued | 2022-11-01 | en_US |
mel.impact-factor | 1.893 | en_US |