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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Pastoralism</journal-id>
<journal-title-group>
<journal-title>Pastoralism: Research, Policy and Practice</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Pastoralism</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2041-7136</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">15646</article-id>
<article-id pub-id-type="doi">10.3389/past.2026.15646</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Participatory livestock movement routes and resource mapping in pastoral areas of Oromia and Somali Regions, southern Ethiopia</article-title>
<alt-title alt-title-type="left-running-head">Berhanu et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/past.2026.15646">10.3389/past.2026.15646</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Berhanu</surname>
<given-names>Dagim Gebresilassie</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2436679"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Getahun</surname>
<given-names>Yasin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2477342"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gizaw</surname>
<given-names>Solomon</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/990762"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wieland</surname>
<given-names>Barbara</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/635780"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Tefera</surname>
<given-names>Samuel</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1944874"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Knight-Jones</surname>
<given-names>Theodore</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1045491"/>
</contrib>
</contrib-group>
<aff id="aff1">
<label>1</label>
<institution>International Livestock Research Institute</institution>, <city>Addis Ababa</city>, <country country="ET">Ethiopia</country>
</aff>
<aff id="aff2">
<label>2</label>
<institution>Institute of Virology and Immunology</institution>, <city>Mittelh&#x00E4;usern</city>, <country country="CH">Switzerland</country>
</aff>
<aff id="aff3">
<label>3</label>
<institution>Department of Infectious Diseases and Pathobiology, Vetsuisse Faculty, University of Bern</institution>, <city>Bern</city>, <country country="CH">Switzerland</country>
</aff>
<aff id="aff4">
<label>4</label>
<institution>Addis Ababa University College of Social Sciences Arts and Humanities</institution>, <city>Addis Ababa</city>, <country country="ET">Ethiopia</country>
</aff>
<author-notes>
<corresp id="c001">
<label>&#x2a;</label>Correspondence: Dagim Gebresilassie Berhanu, <email xlink:href="mailto:dagim.berhanu2010@yahoo.com">dagim.berhanu2010@yahoo.com</email>
</corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-05-06">
<day>06</day>
<month>05</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>16</volume>
<elocation-id>15646</elocation-id>
<history>
<date date-type="received">
<day>25</day>
<month>09</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>18</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>03</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Berhanu, Getahun, Gizaw, Wieland, Tefera and Knight-Jones.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Berhanu, Getahun, Gizaw, Wieland, Tefera and Knight-Jones</copyright-holder>
<license>
<ali:license_ref start_date="2026-05-06">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<p>Pastoralism is both a way of life, and a livelihood strategy for millions of people around the world and for more than four million people in Ethiopia. Better understanding of pastoralist routes allows improved delivery of services, contributing to sustainable development, and poverty reduction. Livestock routes and resource mapping was conducted from December 2019 to December 2022 using participatory mapping approaches in key pastoral areas of the Somali region and Oromia region in southern Ethiopia. In total, 96 livestock routes, 14 livestock markets, 49 animal health posts, 44 human health posts, and 142 livestock watering and salt lick points were identified and mapped by participants in the study areas. Just under 10% (n &#x3d; 9) of mapped livestock routes were non-functional at the time of mapping because of poor provision of services and lack of security along the routes, limiting access to grazing resources and precipitating over-grazing in accessible rangelands. Mapping, servicing, and protecting livestock routes and resources in pastoralist areas is vital for delivering development activities tailored to the pastoral community. This research provides essential information on the location and status of livestock routes and resources for the government and other stakeholders, and the methods presented can be applied to serve other pastoralist systems.</p>
</abstract>
<kwd-group>
<kwd>livestock movement-routes</kwd>
<kwd>livestock related-resources</kwd>
<kwd>oromia and Somali region</kwd>
<kwd>participatory-mapping</kwd>
<kwd>southern-Ethiopia</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. The work presented here was supported by joint funding from the project &#x201c;Health of Ethiopian Animals for Rural Development (HEARD)&#x201d;, financed by the European Union (FED/2018/401-864), &#x201c;Restoration of Livestock Services in Conflict and Drought Affected Areas of Ethiopia (RESTORE)&#x201d; financed by the European Union, Grant Number: (NDICI AFRICA/2024/451-590). and the &#x201c;One Health for Humans, Environment, Animals, and Livelihoods (HEAL)&#x201d; project, financed by the Swiss Agency for Development and Cooperation (7F-09036.01.52). Its contents are the sole responsibility of the authors and do not necessarily reflect the views of the funders.</funding-statement>
</funding-group>
<counts>
<fig-count count="11"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="15"/>
<page-count count="12"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>A 2018 foresight exercise conducted by the Food and Agricultural Organization (FAO) warns that &#x201c;business as usual&#x201d; is no longer an option for a food-secure future. If food systems remain on their current path, the evidence points to a future characterized by persistent food insecurity and unsustainable economic growth (<xref ref-type="bibr" rid="B6">FAO, 2018a</xref>). The report concludes that high-input, resource-intensive farming systems that have caused massive deforestation, water scarcity, soil depletion, loss of biodiversity, antimicrobial resistance, and high levels of greenhouse gas (GHG) emissions cannot guarantee the sustainability of food and agricultural systems. Innovative systems are needed to increase productivity without compromising the natural resource base (<xref ref-type="bibr" rid="B7">FAO, 2018b</xref>). Recently, innovative, and nature-based approaches have been receiving increased attention from many stakeholders as they consider ecological concepts and principles that optimize interactions among plants, animals, humans, and the environment while taking into account the social aspects that need to be addressed for sustainable food systems. Although frequently being undervalued by outsiders, pastoralism is a time-tested alternative path to food production that provides valuable lessons for the much-needed evolution towards farming with nature, and has largely untapped potential for secure income and employment in marginal areas, and makes use of drylands and mountain areas (<xref ref-type="bibr" rid="B8">FAO, 2021</xref>).</p>
<p>Pastoralism is a livelihood strategy and a system of mobile livestock production that makes wide-ranging use of grazing lands in arid and semi-arid environments, which does not support sustainable crop cultivation. The freedom of mobility over large areas of land is indispensable to pastoralist production. The people and livestock in pastoral communities may move to avoid various natural and/or social hazards, to avert competition with others, or to seek more favorable conditions (<xref ref-type="bibr" rid="B4">Dong et al., 2016</xref>). Estimates of the number of people globally involved in pastoral systems and agropastoral systems exceed 180 million, living in approximately 75% of countries (<xref ref-type="bibr" rid="B10">Kieta et al., 2016</xref>). Pastoral livestock production systems are mostly found in Africa&#x2019;s vast arid and semi-arid areas, with the practice continuing in some parts of the Middle East and South Asia. All countries in the Horn of Africa host large populations of pastoral communities. In Ethiopia, arid and semi-arid pastoral areas comprise approximately 60% of its total land area, mainly peripheral areas where no alternative production takes place. This way of life sustains the livelihood of some 14% of the population (<xref ref-type="bibr" rid="B15">Yohannes and Mahmmud, 2015</xref>) and contributes to Ethiopia&#x2019;s large livestock populations (<xref ref-type="bibr" rid="B3">Central Statis tical Agency, 2020</xref>).</p>
<p>Although it is understood that engaging with pastoralism has strong relevance to virtually all the Sustainable Development Goals (SDGs) and food security (<xref ref-type="bibr" rid="B5">FAO, 2013</xref>), pastoralists have remained vulnerable, poor, and marginalized from development due to conflict, inappropriate government policies, inappropriate government large-scale project planning, and climate change that exacerbates the intensity of droughts (<xref ref-type="bibr" rid="B15">Yohannes and Mahmmud, 2015</xref>).</p>
<p>Understanding the pastoral system and planning developmental activities tailored to the pastoral community is an important task needed to alleviate various problems. As pastoralism is characterized by mobility, all developmental activities should consider the routes through which the pastoralist frequently travels. Easy and safe movements are needed to access livestock markets, and to access grazing and water resources without conflict with other land users. Supporting pastoralist development also requires serviced and protected mobility routes. Therefore, mapping, servicing, and protecting livestock routes and livestock resources in pastoralist areas is key to the management and development of pastoral areas and facilitates pastoralist communities to move out of poverty (<xref ref-type="bibr" rid="B12">Minestry of Agriculture MoA, 2015</xref>). A team of experts who participated in an international workshop held by the Ministry of Agriculture recommended that there is a need to map livestock routes in Ethiopia to understand their location and status as a first step in supporting, servicing, and protecting them (<xref ref-type="bibr" rid="B12">Minestry of Agriculture MoA, 2015</xref>). The participatory mapping activities described here were conducted to produce digitized and validated maps of livestock routes, markets, watering points, facilities and human-health-related infrastructure.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and methods</title>
<sec id="s2-1">
<title>Description of the study areas</title>
<p>The mapping of livestock routes in Ethiopia was initiated and implemented by the International Livestock Research Institute (ILRI) in the pastoral areas of Oromia region (Meyo, Moyale Oromia, and Dirre districts) and Somali region (Moyale Somali and Filtu districts) (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Districts included in mapping activity. Credit: Yasin Getahun (GIS expert at ILRI).</p>
</caption>
<graphic xlink:href="past-16-15646-g001.tif">
<alt-text content-type="machine-generated">Map graphic showing the study site location in Ethiopia, highlighting districts Filtu, Dilo, Moyale-Som, Moyale-Oro, and Meyo. An inset map shows the site&#x2019;s position in southern Ethiopia, near Kenya and Somalia.</alt-text>
</graphic>
</fig>
<p>Dirre, Meyo and Moyale Oromia districts are in the Borena Zone in the Oromia region of Ethiopia, bordered to the south by Kenya and are over 700&#xa0;km south of Addis Ababa, the capital of Ethiopia (<xref ref-type="bibr" rid="B2">Borena Zone Agricultural Office, 2023</xref>). Moyale Somali district is one of the <ext-link ext-link-type="uri" xlink:href="https://en.wikipedia.org/wiki/Districts_of_Ethiopia">districts</ext-link> in the Dhawa Zone of the <ext-link ext-link-type="uri" xlink:href="https://en.wikipedia.org/wiki/Somali_Region">Somali Region</ext-link> of <ext-link ext-link-type="uri" xlink:href="https://en.wikipedia.org/wiki/Ethiopia">Ethiopia</ext-link>. The district is again bordered on the south by <ext-link ext-link-type="uri" xlink:href="https://en.wikipedia.org/wiki/Kenya">Kenya</ext-link>, and on the west by the <ext-link ext-link-type="uri" xlink:href="https://en.wikipedia.org/wiki/Oromia_Region">Oromia Region</ext-link> (Moyale Oromia district). The southernmost point of this district is the <ext-link ext-link-type="uri" xlink:href="https://en.wikipedia.org/wiki/Extreme_points_of_Ethiopia">southernmost point of Ethiopia</ext-link> (<xref ref-type="bibr" rid="B13">Moyale-Somali District Livestock and Pastoral Developmen t Office, 2023</xref>). Filtu district is one of the <ext-link ext-link-type="uri" xlink:href="https://en.wikipedia.org/wiki/Districts_of_Ethiopia">districts</ext-link> in the Liban Zone of the <ext-link ext-link-type="uri" xlink:href="https://en.wikipedia.org/wiki/Somali_Region">Somali Region</ext-link> of <ext-link ext-link-type="uri" xlink:href="https://en.wikipedia.org/wiki/Ethiopia">Ethiopia</ext-link>; it borders the <ext-link ext-link-type="uri" xlink:href="https://en.wikipedia.org/wiki/Oromia_Region">Oromia Region</ext-link> (<xref ref-type="bibr" rid="B9">Filtu District Livestock and Pastoral Development Office, 2023</xref>).</p>
</sec>
<sec id="s2-2">
<title>Study design</title>
<p>Generally, a mapping process tested in Tanzania to map livestock migratory routes and in Kenya to map livestock routes in Samburu County was utilized in the current activity (<xref ref-type="fig" rid="F2">Figure 2</xref>) (<xref ref-type="bibr" rid="B11">Kifugo et al., 2015</xref>). Participatory mapping activities were conducted from December 2019 to December 2022 to map and provide basic information on the location and status of livestock routes and resources in selected districts of the Somali and Oromia regions of southern Ethiopia. The mapping activities were conducted in two phases: the primary mapping activities, which were started in December 2019, and the secondary mapping activities, which were finalized in December 2022. The primary mapping activities were conducted to produce analog maps, and after digitization was completed, the secondary mapping activities were conducted to validate the digitized maps. Participatory mapping activities were held in Mega, Moyale Somali, and Filtu towns with local stakeholders. Participants from Dirre district, Meyo district, and Moyale Oromia district were invited to the mapping activity held at Mega town. Participants from Moyale Somali district and Filtu district were invited to the mapping activity held at Moyale Somali town and Filtu town, respectively.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Mapping process followed in participatory mapping activity.</p>
</caption>
<graphic xlink:href="past-16-15646-g002.tif">
<alt-text content-type="machine-generated">Flowchart illustrating the national mapping process, including acquisition of maps, defining attributes, organizing activities, mapping teams, feedback, analogue maps, developing digital maps, validation, finalizing mapping, and producing final map products.</alt-text>
</graphic>
</fig>
<sec id="s2-2-1">
<title>Primary mapping activity</title>
<p>For the primary mapping activity, workshops were held in Mega, Moyale-Somali, and Filtu towns to produce the analogue maps of livestock routes and resources on the provided topographic map.</p>
<p>For the primary mapping activity, workshops were held in Mega, Moyale Somali, and Filtu towns to produce the hand-drawn maps of livestock routes and resources on the provided topographic map. Primary mapping involves several activities: accessing official topographic maps, defining map attributes, organizing the mapping activity, developing the mapping team and map selection for each group, the mapping exercise (actual data collection), and feedback and consultation.</p>
<p>The official topographic map of the areas under investigation was published in 1994 and is the most recent version available and was requested and accessed from the Ethiopian Mapping Authority (EMA), Addis Ababa. The topographic map was printed on 61 sheets at a scale of 1:50,000 and arranged into three parts: the Meyo, Dirre, and Moyale Oromia parts, which covered 13 sheets of maps; the Moyale Somali parts, which covered 25 sheets; and the Filtu area, which covered 23 sheets.</p>
<p>The attributes to be mapped were defined at the beginning, and specific legend signs were allocated for each attribute. Accordingly, four livestock and social themes were identified and defined to be marked with different symbols and colors; livestock routes, livestock markets, water points, and livestock facilities and human health related infrastructure (Human health post: a rural healthcare facility providing primary services like immunization, maternal care, disease prevention, and health education).</p>
<p>
<italic>Livestock route:</italic> livestock volume in the route, seasonality, and status were considered to classify the existing livestock routes in the areas. Where the volume of stock was identified as high, it qualified to be a major route; routes used by the pastoralists only during the dry season were identified as seasonal; and those working at the time of mapping were denoted as functional. Accordingly, five classes of routes were identified and denoted by different types of lines and colors (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Livestock routes class and denotation.</p>
</caption>
<graphic xlink:href="past-16-15646-g003.tif">
<alt-text content-type="machine-generated">Legend graphic showing livestock routes classification with color-coded and line-style symbols: major functional routes are solid red, major functional seasonal are dashed red, major non-functional are solid blue, minor functional are solid green, and minor non-functional are dashed green.</alt-text>
</graphic>
</fig>
<p>
<italic>Livestock markets</italic>: Three market types (minor, major, and border) were defined based on characteristics like; volume of livestock, prices, number and kinds of players (external traders, local traders, middlemen), market days per week and location. Big volumes, high prices, more external players than local, and 1 or 2 market days per week qualified for major markets. Minor markets are characterized by low volumes, low prices, local traders, and are mostly daily. Market places that are found on international borders were classified as border markets, and all market classes were denoted by small rectangles with separate colors (<xref ref-type="fig" rid="F4">Figure 4</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Livestock market class and denotation.</p>
</caption>
<graphic xlink:href="past-16-15646-g004.tif">
<alt-text content-type="machine-generated">Legend illustrating market class categories; major is represented by a red square, minor by a black square, border by a green square, and non-functional by a blue square.</alt-text>
</graphic>
</fig>
<p>
<italic>Water points</italic>: the water resources for the pastoralists are grouped into four classes based on the intention of use, source, and mechanism of accessing the water. Deep-ground water sources accessed by machines (pumps) were classified as boreholes, while groundwater sources accessed by human power were classified as well. Surface water accumulated at one low altitude place or man-made wide superficial hole and easily accessed by animals was classified as a pond. Places or water points where animals travel for the purpose of mineral feeding were classified as salt licks. All water points are denoted by a star symbol and a separate color (<xref ref-type="fig" rid="F5">Figure 5</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Watering points class and denotation.</p>
</caption>
<graphic xlink:href="past-16-15646-g005.tif">
<alt-text content-type="machine-generated">Legend graphic for water points class identifies boreholes with a red star, wells with a black star, ponds with a blue star, and salt licks with a green star.</alt-text>
</graphic>
</fig>
<p>
<italic>Livestock facilities and human health related infrastructure</italic>: Eight different infrastructures were identified and coded using unique numbers ranging from 1 to 8 (<xref ref-type="fig" rid="F6">Figure 6</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Infrastructure class and denotation.</p>
</caption>
<graphic xlink:href="past-16-15646-g006.tif">
<alt-text content-type="machine-generated">Table listing infrastructure classes with corresponding codes: Slaughterhouse 1, Check point 2, Night point 3, Holding ground 4, Animal health post 5, Loading and offloading facility 6, Dip tank 7, Human health post 8.</alt-text>
</graphic>
</fig>
<p>The mapping activities were organized by ILRI. More than 80 (male 76 and women 4) participants were invited and participated in the participatory mapping activities, and they represented the pastoral community elders from all districts involved in the mapping activities, zonal and district level experts from the livestock resource development offices of the respective districts, and experienced livestock traders from each district. Community elders (Aba dheda) representing their communities were invited based on their experience and social status. Participants were welcomed and objectives, basic concepts, importance, and methodology of participatory mapping were explained.</p>
<p>In total eight mapping teams were formed focusing on mapping different districts according to their knowledge of the area, and different tasks were allocated to the members. Map sheets corresponding to each group were picked, allocated, and map edges joined to create a mosaic on the floor.</p>
<p>Each group was allowed to work on the mosaic map and track the main routes through which livestock move to water points, markets, animal health posts, and rangeland fields. In addition, livestock facilities, human health related infrastructure, waterpoints, and marketplaces were mapped alongside the routes of movement. Data related to livestock routes starting and destinations, aim of using the routes, time during which they use the routes, functional status of the routes, crossing points, relative location, type and name of livestock market, livestock and human infrastructures, and watering points were collected.</p>
<p>Once all groups had completed the mapping activity, edge matching was done to produce a single mosaic map, and each group was invited to present their work. All groups were engaged in discussion on the mosaic map to make information flow from one division to another, to adjust for missed points, to discuss the justification given by each group on the mapped, non-functional map features, and to make sure that all groups agreed on the produced map and justifications. Finally, the analog map produced by all groups was checked for its correctness, ratified, and collected for further digitization.</p>
</sec>
<sec id="s2-2-2">
<title>Digitization</title>
<p>Once the participatory mapping was completed on the field, the next step was to digitize the maps by an ILRI-GIS expert. This step involved scanning drawn topographical maps at EMA, geo-referencing, and screen digitizing the maps using Arc-GIS software at ILRI. Each of the attributes, including livestock routes, market centers, water points, and infrastructure, was coded, and a database was developed. Each of the 56 maps was edge-matched to join the map sheets, and further cleaning of the information was undertaken. After this process, the digital maps of all districts were mosaicked, and for each of the four parts (i.e., livestock and human-related infrastructure, livestock routes, markets, and water points), digital maps were produced.</p>
</sec>
<sec id="s2-2-3">
<title>Map validation activity</title>
<p>Like the primary mapping activity, three separate participatory map validation workshops were held in Mega, Moyale-Somali, and Filtu towns for the secondary mapping activity to make corrections (changes of names, changes of route type, length extending and completing full path information), add new information that was missed in the previous mapping exercise, and maintain rightly located features (no change). The same procedure as during the primary mapping activity was used in the validation activity. After finalizing the validation, a confirmation form was signed by each participant to confirm the mapping and validation activity was conducted by a participatory approach via active participation of the pastoral community and other stakeholders, entirely depending on their indigenous knowledge of the areas without any interference or pressure from the organizers. Finally, the validated map sheets were collected for further digitization and the map finalizing process.</p>
</sec>
<sec id="s2-2-4">
<title>Finalizing mapping</title>
<p>All validated map sheets in the field were rescanned at EMA, all corrections and newly added information were digitized, any erroneous information was deleted, and both the digital and hardcopy maps were updated by an ILRI-GIS expert on Arc-GIS software. Finally, four separate layers of digital maps and one digital map containing all layers in one were produced.</p>
</sec>
</sec>
<sec id="s2-3">
<title>Data analysis</title>
<p>Geospatial data collected by the mapping activity and filled into the attribute tables of each feature were exported in a Microsoft Excel spreadsheet and analyzed using RStudio version 3.6.1 (2019-07-05). A descriptive analysis was conducted to summarize the findings of participatory mapping activities.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Livestock routes map</title>
<p>A total of 96 livestock routes were identified and mapped by the participants in the study areas. The livestock routes mapped were grouped into five separate classes: major functional routes, major functional seasonal routes, major non-functional routes, minor functional routes, and minor non-functional routes (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Proportion of livestock routes classes identified.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Route type</th>
<th align="left">Proportions % (N)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Major functional</td>
<td align="left">67 (64)</td>
</tr>
<tr>
<td align="left">Major functional seasonal</td>
<td align="left">20 (19)</td>
</tr>
<tr>
<td align="left">Major non-functional</td>
<td align="left">5 (5)</td>
</tr>
<tr>
<td align="left">Minor functional</td>
<td align="left">4 (4)</td>
</tr>
<tr>
<td align="left">Minor non- functional</td>
<td align="left">4 (4)</td>
</tr>
<tr>
<td align="left">Total</td>
<td align="left">100 (96)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>From the overall mapped livestock routes, just under 10% (n &#x3d; 9) were non-functional at the time of mapping for a variety of reasons: opening of alternative routes, blockage of routes because of conflicts on rangeland with neighboring districts, construction and establishment of new livestock facilities, marketplaces, and water points in the nearest locations, and depletion of livestock resources from some livestock destination points (drying of water points).</p>
<p>Grazing places (rangelands), watering points, salt licking points, livestock markets, and animal health posts were found to be the major destination points of the livestock routes mapped in the study areas. From the total of 96 destinations, about 90 livestock routes are used to access grazing areas, watering points, and other destination points, including marketplaces and animal health facilities, while three of them were for accessing salt licking places, and three of them for accessing marketplaces only. The final map of traditional livestock corridors (routes) from the participatory mapping is presented in <xref ref-type="fig" rid="F7">Figure 7</xref>.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Livestock routes map. Adapted from &#x201C;<ext-link ext-link-type="uri" xlink:href="https://cgspace.cgiar.org/items/d0dd36e1-e2eb-49c2-b72a-e326a23d7419">Livestock Livestock routes in Miyo, Moyale and Filtu districts, Ethiopia</ext-link>&#x201C; by Yasin Getahun, licensed under CC BY 4.0.</p>
</caption>
<graphic xlink:href="past-16-15646-g007.tif">
<alt-text content-type="machine-generated">Map illustrating livestock routes and road types in Miyo, Moyale, and Filtu districts, Ethiopia, with a legend showing functional categories, road types, rivers, district boundaries, and key places. Inset map highlights the targeted region within Ethiopia.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3-2">
<title>Livestock markets map</title>
<p>Location of 14 livestock markets were identified by the participants, and they are grouped into four classes: major livestock markets, minor livestock markets, border livestock markets, and non-functional livestock markets (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Proportion of livestock markets classes identified.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Market type</th>
<th align="left">Proportion % (N)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Border</td>
<td align="left">7 (1)</td>
</tr>
<tr>
<td align="left">Major</td>
<td align="left">14 (2)</td>
</tr>
<tr>
<td align="left">Minor</td>
<td align="left">72 (10)</td>
</tr>
<tr>
<td align="left">Non-functional</td>
<td align="left">7 (1)</td>
</tr>
<tr>
<td align="left">Total</td>
<td align="left">100 (14)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The final map of the livestock market from the mapping activity is shown in <xref ref-type="fig" rid="F8">Figure 8</xref>.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Livestock markets map. Adapted from &#x201C;<ext-link ext-link-type="uri" xlink:href="https://cgspace.cgiar.org/items/d0dd36e1-e2eb-49c2-b72a-e326a23d7419">Livestock Market centers in Miyo, Moyale and Filtu districts, Ethipoia</ext-link>&#x201d; by Yasin Getahun, licensed under CC BY 4.0.</p>
</caption>
<graphic xlink:href="past-16-15646-g008.tif">
<alt-text content-type="machine-generated">Map of livestock markets in Miyo, Moyale, and Filtu districts, Ethiopia, indicating border, major, minor, and non-functional markets, road types, rivers, district boundaries, and key places, with a location inset in southeastern Ethiopia.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3-3">
<title>Livestock facilities and human health-related infrastructure map</title>
<p>One hundred (100) livestock facilities and human health-related infrastructures were identified by the participants, and from these, animal health posts and human health posts account for 49% and 44%, respectively and other livestock related infrastructure accounts for 7% (<xref ref-type="table" rid="T3">Table 3</xref>).</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Proportion of livestock facilities and human health related infrastructures identified.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Livestock facilities and human health related infrastructures</th>
<th align="left">Proportion % (N)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Animal health post</td>
<td align="left">49 (49)</td>
</tr>
<tr>
<td align="left">Check point</td>
<td align="left">1 (1)</td>
</tr>
<tr>
<td align="left">Holding ground</td>
<td align="left">1 (1)</td>
</tr>
<tr>
<td align="left">Loading &#x26; offloading facility</td>
<td align="left">2 (2)</td>
</tr>
<tr>
<td align="left">Slaughterhouse</td>
<td align="left">3 (3)</td>
</tr>
<tr>
<td align="left">Human health post</td>
<td align="left">44 (44)</td>
</tr>
<tr>
<td align="left">Total</td>
<td align="left">100 (100)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The final map illustrating livestock facilities and human health-related infrastructure generated from the mapping activity is presented below (<xref ref-type="fig" rid="F9">Figure 9</xref>).</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Livestock facilities and human health related infrastructure map. Adapted from &#x201C;<ext-link ext-link-type="uri" xlink:href="https://cgspace.cgiar.org/items/d0dd36e1-e2eb-49c2-b72a-e326a23d7419">Livestock Infrastructure in Miyo, Moyale and Filtu districts, Ethipoia</ext-link>&#x201D; by Yasin Getahun, licensed under CC BY 4.0.</p>
</caption>
<graphic xlink:href="past-16-15646-g009.tif">
<alt-text content-type="machine-generated">Map titled &#x201C;Livestock Infrastructure in Miyo, Moyale and Filtu districts, Ethiopia&#x201D; showing animal health posts, checkpoints, holding grounds, human clinics, loading facilities, slaughterhouses, roads by type, and rivers. Symbols indicate infrastructure; lines differentiate road conditions, rivers, and district boundaries. Inset locates the main map region within Ethiopia. Legend clarifies each symbol and line, and logos for implementing organizations and funders appear below the legend. Explanatory notes detail stakeholder workshops for map creation.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3-4">
<title>Livestock watering points map</title>
<p>The participants also mapped 142 livestock watering and salt lick points. Accordingly, they pointed out boreholes, wells, and ponds as different sources of water. Ponds (64.1%) were identified as the major sources of water in the area. The proportion of water point types identified are presented in <xref ref-type="table" rid="T4">Table 4</xref>.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Proportion of water point types identified.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Water point types</th>
<th align="left">Proportion % (N)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Boreholes</td>
<td align="left">14.1 (20)</td>
</tr>
<tr>
<td align="left">Ponds</td>
<td align="left">64.1 (91)</td>
</tr>
<tr>
<td align="left">Wells</td>
<td align="left">15.5 (22)</td>
</tr>
<tr>
<td align="left">Saltlicks</td>
<td align="left">6.3 (9)</td>
</tr>
<tr>
<td align="left">Total</td>
<td align="left">100 (142)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The final map, depicting livestock watering points and salt licks identified during the mapping activity, is presented in the following (<xref ref-type="fig" rid="F10">Figure 10</xref>).</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Livestock watering points and salt licks map. Adapted from &#x201C;<ext-link ext-link-type="uri" xlink:href="https://cgspace.cgiar.org/items/d0dd36e1-e2eb-49c2-b72a-e326a23d7419">Livestock water points in Miyo, Moyale and Filtu districts, Ethipoia</ext-link>&#x201D; by Yasin Getahun, licensed under CC BY 4.0.</p>
</caption>
<graphic xlink:href="past-16-15646-g010.tif">
<alt-text content-type="machine-generated">Map showing livestock water points and road types in Miyo, Moyale, and Filtu districts, Ethiopia, with symbols for boreholes, ponds, salt licks, wells, rivers, roads, district boundaries, and key locations, plus project and funding acknowledgments. Inset map at bottom right highlights the area within Ethiopia.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3-5">
<title>Livestock routes and resources map</title>
<p>All map layers produced by these mapping activities were put together in one map to indicate how the livestock routes in the study areas are serviced with livestock resources and infrastructure and to point out the distribution of human health facilities in the study areas. <xref ref-type="fig" rid="F11">Figure 11</xref> illustrates traditional livestock movement corridors, livestock, and human health facilities and infrastructure (livestock resources) map.</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>Traditional livestock movement corridors, livestock, and human health facilities and infrastructure (livestock resources) map. Adapted from &#x201C;<ext-link ext-link-type="uri" xlink:href="https://cgspace.cgiar.org/items/d0dd36e1-e2eb-49c2-b72a-e326a23d7419">Livestock Resources in Miyo, Moyale and Filtu districts, Ethipoia</ext-link>&#x201D; by Yasin Getahun, licensed under CC BY 4.0.</p>
</caption>
<graphic xlink:href="past-16-15646-g011.tif">
<alt-text content-type="machine-generated">Map of livestock resources in Miyo, Moyale, and Filtu districts, Ethiopia, depicting various livestock routes, infrastructure, markets, water points, and road types, with district boundaries and a location inset highlighting the mapped area within Ethiopia.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Mapping, servicing, and protecting livestock routes and livestock resources in pastoralist areas is the foundation for understanding the pastoral system and planning development activities tailored to meet the needs of the pastoral community. Livestock route and infrastructure mapping activities were conducted in pastoral areas of the Somali and Oromia regions. Livestock routes, livestock markets, livestock facilities and human health infrastructures, and livestock watering points were identified and mapped through employing a participatory approach. However, the mapping of livestock routes and markets did not incorporate species-specific livestock data, which constitutes a limitation of the current study.</p>
<p>The maps for the livestock routes in the study areas show that the majority (91.0%) of the livestock routes are functional and they are important corridors to grazing places (rangelands), watering points, salt licking points, livestock markets, and animal health posts. However, land use conflicts and other factors threaten some routes hindering access to services and resources. This finding agrees with the idea reflected on the critical review article on livestock mobility in Sub-Saharan Africa (<xref ref-type="bibr" rid="B14">Turner et al., 2019</xref>).</p>
<p>The map for watering points in the study areas indicated pond water (64.1%, n &#x3d; 91) as a major water source for the pastoralist community, even if pond waters are not a clean source of water for humans and livestock. Boreholes and wells, which are relatively clean and quality water sources, are very few in number and scattered over vast rangeland areas. Ponds, wells, and boreholes are more accumulated around the residences and rod sides, and remote range lands where pastoralists used to travel found to have fewer watering points. The government and other interested developmental organizations could use watering point maps to support the pastoral community and intervene in water resource establishment and rehabilitation.</p>
<p>The livestock market map indicates a low density of livestock markets over vast areas, especially major livestock markets, which are very few in number. From this, one can understand that the pastoralists are expected to track their animals one foot over a long distance to sell them and buy household commodities. Livestock market maps could help the government and other interested developmental organizations engaged in supporting the pastoral community through establishing new markets and rehabilitating the existing ones.</p>
<p>The maps in the study areas also clearly show the low density of animal health posts and human health posts over the vast rangeland areas, and some areas have predominantly constant major livestock routes and areas frequented through major seasonal routes. The map showing animal health posts and human health posts could help the government and other interested developmental organizations to define suitable locations for mobile or static animal health posts and human health posts establishment and where to strengthen the existing infrastructures.</p>
<p>In conclusion, with the current mapping activity, several livestock routes and infrastructures have been identified and mapped. Thus, the maps produced will provide basic information on the location and status of livestock routes and infrastructure to the government and other stakeholders for better decision making in supporting, servicing, and protecting them. Additionally, in times of conflict, livestock movement routes and resources maps can assist in planning safe movement of animals, and serve as a visual aid during negotiations, helping parties understand livestock movement routes and rangeland resource in the area, and support resource allocation.</p>
<p>Effective management of livestock routes is essential for sustainable land use planning, as it reduces conflict potential, strengthens animal disease control, enhances livelihoods&#x2019; resilience to climate change, maintains ecological balance, and ensures food security within pastoral systems. In line with this objective, local, regional, and federal governments should formally recognize and protect the livestock routes and infrastructure mapped in the study areas. Moreover, the government and other stakeholders should also work towards supporting, servicing, and protecting the identified livestock routes in the study areas. As the livestock routes are continuously threatened by conflicts, the local governments and the community should strengthen conflict management systems to contain conflicts between adjacent pastoral kebeles, and the community should work towards bringing peace and harmony between neighbors to avoid livestock route obstruction and help communities make optimal use of the available livestock resources. To support this, ILRI organized a dissemination workshop involving end users, government offices at multiple levels, universities, research centers, pastoral community elders, development partners, and professional associations. The workshop aimed to promote awareness, recognition, and protection of the mapped livestock routes and associated infrastructure (<xref ref-type="bibr" rid="B1">Berhanu, 2024</xref>). Finally, livestock routes change over time, so does the content of the produced maps. Changes in the course of the major routes may not occur very quickly, but conflicts, natural disasters, and other emergencies may trigger the causes for change in the existing patterns. Other changes relate to ongoing or planned investments and constructions in the livestock and health sectors, which need to be considered in decision making and keeping the maps up to date. It is thus important to revalidate the current maps over time and to keep track of major changes.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="ethics-statement" id="s6">
<title>Ethics statement</title>
<p>The International Livestock Research Institute&#x2019;s (ILRI) Institutional Research Ethics Committee (IREC) has granted final approval to conduct this research. In addition, individuals who participated in the mapping activities were asked for their consent, and they approved their willingness by signing a consent form.</p>
</sec>
<sec sec-type="author-contributions" id="s7">
<title>Author contributions</title>
<p>All authors contributed to the design, organization, data collection, analysis, and writing of this manuscript and have approved the final version. DB: Methodology, Software, validation, Investigation, Formal analysis, Writing original draft. YG: Methodology, Software, validation, Investigation, Writing original draft, Visualization. SG: Supervision, Reviewing and Editing. BW: Conceptualization, Funding acquisition, Project administration, Reviewing and Editing. ST: Methodology, Investigation, Reviewing and Editing. TK-J: Project administration, Supervision, Resources, Reviewing and Editing.</p>
</sec>
<ack>
<title>Acknowledgements</title>
<p>We acknowledge the contributions of the field teams of V&#xe9;t&#xe9;rinaires Sans Fronti&#xe8;res Suisse (VSF) based in Moyale Somali and Yabalo town, Comitato Collaborazione Medica (CCM) based in Filtu town, and Sustainable Livestock System (SLS) department field teams of the International Livestock Research Institute (ILRI) based in Moyale Somali and Filtu town for their immense contribution and support in organizing the field work. Finally, our gratitude goes to Fiona Flintan, senior scientist and rangelands governance specialist at ILRI in the Sustainable Livestock System (SLS) department, for her indispensable support and contribution to this work. Portions of this work used materials from ILRI dissemination workshop report on livestock movement routes and resources maps, which are licensed under the creative common attribution 4.0. Any adaptations or modifications were made by the authors.</p>
</ack>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="s10">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
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<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3134003/overview">Evan F. Griffith</ext-link>, Tufts University, United States</p>
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