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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Environ. Sci.</journal-id>
<journal-title>Frontiers in Environmental Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Environ. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-665X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
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<article-meta>
<article-id pub-id-type="publisher-id">851249</article-id>
<article-id pub-id-type="doi">10.3389/fenvs.2022.851249</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Environmental Science</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Climate change&#x2013;drylands&#x2013;food security nexus in Africa: From the perspective of technical advances, challenges, and opportunities</article-title>
<alt-title alt-title-type="left-running-head">Hirwa 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/fenvs.2022.851249">10.3389/fenvs.2022.851249</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Hirwa</surname>
<given-names>Hubert</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1628549/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Li</surname>
<given-names>Fadong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1535056/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Qiao</surname>
<given-names>Yunfeng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Measho</surname>
<given-names>Simon</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Muhirwa</surname>
<given-names>Fabien</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Tian</surname>
<given-names>Chao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Leng</surname>
<given-names>Peifang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ingabire</surname>
<given-names>Romaine</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1964976/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Itangishaka</surname>
<given-names>Auguste Cesar</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1950889/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Gang</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Turyasingura</surname>
<given-names>Benson</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1660170/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Key Laboratory of Ecosystem Network Observation and Modeling</institution>, <institution>Institute of Geographic Sciences and Natural Resources Research</institution>, <institution>Chinese Academy of Sciences</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>University of Chinese Academy of Sciences</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Key Laboratory for Resources Use and Environmental Remediation</institution>, <institution>Institute of Geographic Sciences and Natural Resources Research</institution>, <institution>Chinese Academy of Sciences</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Key Laboratory of Agricultural Water Resources</institution>, <institution>Hebei Laboratory of Agricultural Water-Saving</institution>, <institution>Center for Agricultural Research</institution>, <institution>Institute of Genetics and Development Biology</institution>, <institution>Chinese Academy of Sciences</institution>, <addr-line>Shijiazhuang</addr-line>, <addr-line>Hebei</addr-line>, <country>China</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Civil and Environmental Engineering</institution>, <institution>College of Engineering</institution>, <institution>Florida A&#x26;M University-Florida State University</institution>, <addr-line>Tallahassee</addr-line>, <addr-line>FL</addr-line>, <country>United States</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Department of Agriculture and Environmental Sciences</institution>, <institution>School of Agriculture</institution>, <institution>Haramaya University</institution>, <addr-line>Dire Dawa</addr-line>, <country>Ethiopia</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>Africa Center of Excellence for Climate Smart Agriculture and Biodiversity Conservation</institution>, <addr-line>Haramaya</addr-line>, <country>Ethiopia</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/666118/overview">Shuai Wang</ext-link>, Case Western Reserve University, United States</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1630179/overview">Kingsley Eghonghon Ukhurebor</ext-link>, Edo University, Nigeria</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1788989/overview">Christian Baron</ext-link>, Institut National de la Recherche Agronomique (INRA), France</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1315933/overview">Athanase Nduwumuremyi</ext-link>, Rwanda Agriculture and Animal Resources Development Board, Rwanda</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Fadong Li, <email>lifadong@igsnrr.ac.cn</email>; Hubert Hirwa, <email>hhirwa2019@igsnrr.ac.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Drylands, a section of the journal Frontiers in Environmental Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>06</day>
<month>09</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>851249</elocation-id>
<history>
<date date-type="received">
<day>09</day>
<month>01</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>08</day>
<month>08</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Hirwa, Li, Qiao, Measho, Muhirwa, Tian, Leng, Ingabire, Itangishaka, Chen and Turyasingura.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Hirwa, Li, Qiao, Measho, Muhirwa, Tian, Leng, Ingabire, Itangishaka, Chen and Turyasingura</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). 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.</p>
</license>
</permissions>
<abstract>
<p>Climate change impacts on drylands pose more vexing risks to socio-ecological systems, resulting in food security issues, biodiversity loss, and livelihood shifts in Africa. This study critically reviewed relevant literature to evaluate the complexities and feedback loops between the climate&#x2013;drylands&#x2013;food security (CDF) nexus, which helps assess tactics to attain sustainable dryland ecosystem management under the changing environment. Comprehensive CDF frameworks are explored for dryland dynamics, ecosystem services, and food security (FS), and current high-precision ecosystem observation networks are used to detect regional-level climate variability and identify hotspots. In addition, this review also examines challenges and uncertainties for CDF systems and effective agrarian innovations as a way forward. To bridge the gap from science to policy making in the CDF nexus, it is vital to enhance the impacts and feedbacks of ecohydrological processes on agrarian production, ecosystem service tradeoffs and their effects on livelihoods, and regional development and preservation by optimization of the ecological water security pattern. This state-of-the-art assessment uses acquired information and knowledge to conceptually evaluate the past, current, and future impacts and risks and facilitates decision making through the delivery of long-term sustainability and socio-ecological resilience.</p>
</abstract>
<kwd-group>
<kwd>Africa</kwd>
<kwd>aridity index</kwd>
<kwd>CDF nexus</kwd>
<kwd>drylands</kwd>
<kwd>observation networks</kwd>
<kwd>sustainability</kwd>
</kwd-group>
<contract-num rid="cn001">41761144053</contract-num>
<contract-num rid="cn002">41561144011</contract-num>
<contract-num rid="cn003">U1906219</contract-num>
<contract-num rid="cn004">U1803244</contract-num>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
<contract-sponsor id="cn003">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
<contract-sponsor id="cn004">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Climate change is one of the world&#x2019;s most pressing real threats to the drylands, which may jeopardize food security (FS), that is, physical, social, and economic access to sufficient, safe, and nutritious food by people for an active and healthy life (<xref ref-type="bibr" rid="B134">Samuel et al., 2019</xref>) and other sectors of our civilization (<xref ref-type="bibr" rid="B149">Tachiiri et al., 2021</xref>; <xref ref-type="bibr" rid="B157">Ukhurebor et al., 2021</xref>). Drylands are areas where precipitation is balanced by evaporation from surfaces and evapotranspiration (<xref ref-type="bibr" rid="B97">Middleton and Thomas, 1997</xref>). They are generally characterized by sparse vegetation, water scarcity, and unpredictability (<xref ref-type="bibr" rid="B17">Berg and McColl, 2021</xref>). The distinct biophysical features of drylands make them highly susceptible (<xref ref-type="bibr" rid="B125">Robertson et al., 2018</xref>) and complex to unanimous climate change drivers (<xref ref-type="bibr" rid="B15">Berdugo et al., 2020</xref>). Upsurging temperatures, changes in precipitation and rainfall patterns, land use, nutrient availability, atmospheric CO<sub>2</sub> (<xref ref-type="bibr" rid="B28">Classen et al., 2015</xref>; <xref ref-type="bibr" rid="B31">Copeland et al., 2017</xref>; <xref ref-type="bibr" rid="B137">Schlaepfer et al., 2017</xref>; <xref ref-type="bibr" rid="B85">Leisner, 2020</xref>), and other greenhouse gases emissions (GHGs) are key driving factors of unprecedented dryland expansion (<xref ref-type="bibr" rid="B91">Maestre et al., 2012</xref>; <xref ref-type="bibr" rid="B89">Li et al., 2019</xref>; <xref ref-type="bibr" rid="B90">Lian et al., 2021</xref>). Drylands are associated with substantial land degradation and extremely vulnerable to severe environmental shocks and socioeconomic crises (<xref ref-type="bibr" rid="B49">Fraser et al., 2011</xref>; <xref ref-type="bibr" rid="B161">UNU-WIDER, 2017</xref>). Due to anthropogenic change and non-climatic stressors, in tandem with other stimuli, the mean global temperature has increased by &#x223c;1.0&#xb0;C and is expected to further increase over the next century (<xref ref-type="bibr" rid="B67">IPCC, 2018</xref>). As a result, many dryland habitats are faced with severe threats that lead to reduced carbon sequestration and high water scarcity (<xref ref-type="bibr" rid="B159">UNEP, 2007</xref>; <xref ref-type="bibr" rid="B160">UNEP-WCMC, 2011</xref>; <xref ref-type="bibr" rid="B21">Bradford et al., 2020</xref>). Moreover, by the late 21st century, it is projected that &#x223c;78% of dryland expansion will befall under the representative concentration pathways (RCPs) 8.5 scenario in developing countries (<xref ref-type="bibr" rid="B63">Huang J et al., 2016</xref>; <xref ref-type="bibr" rid="B62">Huang et al., 2017</xref>). The impaired climate&#x2013;drylands connection could impact FS in all four dimensions: availability, access, utilization, and food system stability, negatively influencing the efforts toward sustainability and ecosystem resilience in Africa (<xref ref-type="bibr" rid="B30">Connolly-Boutin and Smit, 2016</xref>; <xref ref-type="bibr" rid="B104">Niles and Brown, 2017</xref>; <xref ref-type="bibr" rid="B94">Mbow et al., 2019</xref>). Multi-disciplinary investigations are in need to identify effective techniques and practices, including coupled earth-anthropogenic processes in conjunction with careful management and adaptation measures of potential ecological risks, to enable mitigating the repercussions.</p>
<p>Meanwhile, the two dimensions of the nexus approach are interdisciplinary and transdisciplinary (<xref ref-type="bibr" rid="B111">Pahl-Wostl, 2019</xref>). By highlighting the trade-offs and synergies between the components, the primary dimension assesses the complexity of linkages among climate, dryland, and food systems. The second dimension strengthens driving forces such as population growth, socio-economic progress, and climate change, as well as innovation, technology, and policies (<xref ref-type="bibr" rid="B42">Endo et al., 2020</xref>). Nonetheless, a three-node nexus of climate change&#x2013;dryland variation-FS leads to complexity. It also apprehends a &#x201c;wide portrayal&#x201d; and facilitates bringing in the socio-economic and ecological dimensions. This approach is considered a flexible and open option (<xref ref-type="bibr" rid="B18">Bleischwitz and Miedzinski, 2018</xref>). Tools and methodologies are varied and context-specific, but the linkages from climate change to social and environmental impacts are difficult to model, given the unpredictable anthropogenic activities affecting the outcomes (<xref ref-type="bibr" rid="B36">Devereux and Edwards, 2004</xref>). Conversely, new techniques are compelled to understand the complexities that lead to abrupt non-linear/correlation between Earth&#x2019;s systems (<xref ref-type="bibr" rid="B120">Randall et al., 2007</xref>; <xref ref-type="bibr" rid="B146">Stephens et al., 2020</xref>) and thresholds due to bulky and/or irretrievable effects (<xref ref-type="bibr" rid="B36">Devereux and Edwards, 2004</xref>). In addition to their implicitly multi-scale structure, linkage processes are difficult to simulate and/or emulate because they are rarely at the required spatial and temporal scale to establish specific reference as to the underlying changing aspects. To fully comprehend the CDF linkages, key factors (e.g., population growth, agricultural transformations and industrial development, technology and innovations, livelihood shifts, and governance and policy implementation) that drive those nexus complexities must be assessed and described for the entire system through the lens of climate change.</p>
<p>Correspondingly, a wide range of multi-spatiotemporal scale integrated frameworks focused on dryland changes, climate&#x2013;land&#x2013;energy&#x2013;water (CLEW) nexus (<xref ref-type="bibr" rid="B165">Vinca et al., 2021</xref>), water&#x2013;energy&#x2013;food (WEF) nexus (<xref ref-type="bibr" rid="B74">Kogan et al., 2017</xref>; <xref ref-type="bibr" rid="B58">He et al., 2019</xref>; <xref ref-type="bibr" rid="B75">Kogan, 2019</xref>), water&#x2013;energy&#x2013;food&#x2013;environment nexus (WEFE) (<xref ref-type="bibr" rid="B92">Malag&#xf3; et al., 2021</xref>; <xref ref-type="bibr" rid="B100">Mirzaei et al., 2021</xref>), water&#x2013;energy&#x2013;food&#x2013;biodiversity&#x2013;health (WEFBH) nexus (<xref ref-type="bibr" rid="B60">Hirwa et al., 2021</xref>), and others have been set up. However, they are not sufficient anymore (<xref ref-type="bibr" rid="B46">Fern&#xe1;ndez-R&#xed;os et al., 2021</xref>). Instead, current advances in climate change, dryland ecosystem management, and FS are hindered by the limitations of inadequate data on dryland environments and the methodologies commonly used for scientific data analysis, some of which are ill-equipped for capturing complex relationships present in the huge volumes of available data. Coupling large-scale field spatial observations with model simulations is now considered the most viable opportunity and accurate technique to identify dryland ecosystem shifts and evaluate dryland ecosystem stability. But, resistance and recovery after extreme events such as droughts, as a high priority needs urgent attention (<xref ref-type="bibr" rid="B129">Ruppert et al., 2015</xref>; <xref ref-type="bibr" rid="B23">Burrell et al., 2017</xref>; <xref ref-type="bibr" rid="B171">Wei et al., 2022</xref>). Development of using geospatial tools by multiscale frameworks continues to present key fundamental gaps (<xref ref-type="bibr" rid="B50">Fritz et al., 2019</xref>). In addition, various methods have been used to assess the influence of extreme events on dryland degradation (<xref ref-type="bibr" rid="B166">Wang et al., 2012</xref>; <xref ref-type="bibr" rid="B39">Dubovyk, 2017</xref>; <xref ref-type="bibr" rid="B58">He et al., 2019</xref>). Global FS requires transdisciplinary responses and interventions at different types of scale (<xref ref-type="bibr" rid="B38">Drimie and McLachlan, 2013</xref>), that is, globally (<xref ref-type="bibr" rid="B138">Schmidhuber and Tubiello, 2007</xref>; <xref ref-type="bibr" rid="B177">Yadav and Congalton, 2018</xref>), regionally (<xref ref-type="bibr" rid="B65">Ingram, 2011</xref>), and locally (<xref ref-type="bibr" rid="B101">Moore et al., 2012</xref>). With global climate change, dryland variation, and FS, there is the additional challenge of uncertainties, which is unlikely to decrease in the next coming decades (<xref ref-type="bibr" rid="B25">Campbell et al., 2016</xref>). There are gaps between research and technology transfer, research and implementation, research and practice, and science and policy. It is, therefore, urgent to seek alternative resources, efforts, and procedures that combine local with emerging scientific knowledge through more effective dissemination of information and technology, appropriate participatory learning, and partnerships.</p>
<p>Few current research on climate change, dryland variation, and FS in Africa have been published (<xref ref-type="bibr" rid="B174">Wheeler and von Braun, 2013</xref>; <xref ref-type="bibr" rid="B26">Cervigni and Morris, 2016</xref>; <xref ref-type="bibr" rid="B55">Guilpart et al., 2017</xref>; <xref ref-type="bibr" rid="B88">Li and Zhang, 2017</xref>; <xref ref-type="bibr" rid="B84">Leakey, 2018</xref>; <xref ref-type="bibr" rid="B140">Schouten et al., 2018</xref>; <xref ref-type="bibr" rid="B105">Nyberg et al., 2019</xref>; <xref ref-type="bibr" rid="B27">Chimwamurombe and Mataranyika, 2021</xref>). Consequently, developed and developing nations started focusing on new tools and strategies for boosting agricultural production to meet future challenges, and improving or advancing techniques that would help deal with food (in) security and monitor the expansion of drylands (<xref ref-type="bibr" rid="B112">Peng et al., 2021</xref>). The apparent potential for developing more holistic and cost-effective tactics, including using existing strategies and procedures as foundations, through developing novel methods that integrate RS and local participation, necessitates a suitable synopsis of dryland dynamics and FS on distinctive spatiotemporal scales.</p>
<p>In a nutshell, this succinct review aims to address both the vexing and progressive threats between climate change, dryland dynamics, and FS through the lens of novel systems approach, advances, challenges, and future opportunities. The CDF nexus provides a strong foundation for scientists, environmental decision-makers, and activists and actors who are interested in achieving all targets of the 17 sustainable development goals (SDGs), particularly SDG 13 (climate action), SDG 15 (use of ecosystem services), SDG 2 (zero hunger), and the Paris Climate Agreement, thereby devising effective policy for action and planetary well-being. This study also proposes a conceptual framework clarifying the interlinkages between influencing systems (i.e., drylands, climate, ecosystems, socio-ecological, and food systems) that consistently unravel and build greater resilience to the confounding vulnerabilities, shocks, and stresses within the food networks.</p>
<p>This study employs various research publications, books, reports, and case studies collected from official websites. Hence, we organize our review into four major aspects and then discuss them using past and current literature. These aspects are: 1) the CDF nexus, including dryland distribution and their associated impacts factors, the relationship between compounded climate, dryland, and FS; 2) technique advances in drylands monitoring methods, including regional observation networks and innovative technologies; 3) challenges and uncertainties for climate change, dryland dynamics, and FS measurements; and 4) future directions and research opportunities to improve dryland ecosystems management and cope with ongoing risks related to FS under climate change conditions.</p>
</sec>
<sec id="s2">
<title>2 Methodology</title>
<sec id="s2-1">
<title>2.1 Study area</title>
<p>Africa&#x2019;s inhabited dryland areas (mainly arid, semi-arid, and subhumid zones) cover 11% of Earth&#x2019;s surface, 27% of the planet&#x2019;s drylands, and 40% of the continent&#x2019;s surface (<xref ref-type="fig" rid="F1">Figure 1</xref>) (<xref ref-type="bibr" rid="B169">Wei et al., 2021</xref>). In these regions, the majority of the population (&#x223c;85%) relies on subsistence rainfed agriculture and pastoralism (<xref ref-type="bibr" rid="B76">Kogo et al., 2021</xref>). The main staple subsistence crops are wheat, rice, maize, sorghum, and millet (<xref ref-type="bibr" rid="B156">Tsusaka and Otsuka, 2013</xref>). Increase of multiple climatic extreme events, including rainfall variability (<xref ref-type="bibr" rid="B21">Bradford et al., 2020</xref>), high temperatures (<xref ref-type="bibr" rid="B168">Webb et al., 2017</xref>), erratic droughts (<xref ref-type="bibr" rid="B2">Adhikari et al., 2015</xref>), and changing agro-ecological conditions (<xref ref-type="bibr" rid="B138">Schmidhuber and Tubiello, 2007</xref>; <xref ref-type="bibr" rid="B136">Scheelbeek et al., 2018</xref>) has significantly affected dryland agriculture with high uncertainties since the 1980s (<xref ref-type="bibr" rid="B34">Defrance et al., 2020</xref>). Ultimately, model simulations and other evidence clearly show that continued global warming will make the earth&#x2019;s drylands drier over time (<xref ref-type="bibr" rid="B109">Overpeck and Udall, 2010</xref>; <xref ref-type="bibr" rid="B61">Huang et al., 2012</xref>; <xref ref-type="bibr" rid="B44">Feng and Fu, 2013</xref>; <xref ref-type="bibr" rid="B78">Koutroulis, 2019</xref>). Climate models predict high evapotranspiration and lower soil moisture levels in arid and semi-arid regions of Africa (<xref ref-type="bibr" rid="B96">McCarthy et al., 2001</xref>; <xref ref-type="bibr" rid="B14">Bathiany et al., 2018</xref>), suggesting some tropical grasslands could become drier and unsuitable for farming (<xref ref-type="bibr" rid="B138">Schmidhuber and Tubiello, 2007</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Distribution of Africa&#x2019;s drylands based on aridity index (AI). The AI was calculated using the annual precipitation (P) and potential evapotranspiration (PET) based on the 1970&#x2013;2000 mean global-AI and global_ET0 datasets (<xref ref-type="bibr" rid="B153">Trabucco and Zomer, 2018</xref>). The hyper-arid zones are not considered in this study.</p>
</caption>
<graphic xlink:href="fenvs-10-851249-g001.tif"/>
</fig>
</sec>
<sec id="s2-2">
<title>2.2 Methods</title>
<p>VOSviewer, a software tool for constructing and visualizing bibliometric networks (<xref ref-type="bibr" rid="B114">Perianes-Rodriguez et al., 2016</xref>), was used to conduct the similarity analysis of high frequency terms in the titles and abstracts of the articles and to generate a keyword tagging map. Studies published from 1980 to 2022 were analyzed. The keywords were mainly categorized into four subjects: &#x201c;climate change,&#x201d; &#x201c;drylands,&#x201d; &#x201c;food security,&#x201d; and &#x201c;Africa&#x201d;. Databases used for extraction of studies, reports, and published articles included Web of Science&#x2122; (WoS) Core Collection database, Scopus, and ScienceDirect. In addition, reports on the impacts of climate change on either drylands or food security in Africa were also extracted from official websites of international organizations such as the Intergovernmental Panel on Climate Change (IPCC), Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services (IPBES), United Nations Framework Convention on Climate Change (UNFCCC), and the Food and Agriculture Organization (FAO). Moreover, 2,820 studies were initially extracted. Referring to their abstracts, 152 studies were considered pertinent to this study. Out of the 152 publications, 88 studies were used to provide a summary of the nexus between the impacts of climate change on dryland variation, and food (in)security in Africa. In the context of interconnections, climate change, dryland ecosystem shifts, and food security in Africa are studied because there is a strong connection between the three systems to form a nexus. The analysis reveals that the dryland variation is mostly influenced by climate change, which results in food insecurity in Africa (<xref ref-type="fig" rid="F2">Figure 2</xref>). As shown in <xref ref-type="fig" rid="F2">Figure 2</xref>, it is clear that more prior research has been focused on climate change, household, and household food security.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Diagram of clusters of topic terms for climate change, dryland variation, and food security nexus. The larger the node, the more frequently keywords appear in research. Lines stand for the co-citation relationship. Different colors denote research topics.</p>
</caption>
<graphic xlink:href="fenvs-10-851249-g002.tif"/>
</fig>
</sec>
</sec>
<sec id="s3">
<title>3 Overview on impacts of climate change on drylands and food security in Africa</title>
<sec id="s3-1">
<title>3.1 Climatic changes in arid and semi-arid environments</title>
<p>Progressive shifts in climatic or weather variability influence both dryland biophysical and socioeconomic reciprocities (<xref ref-type="bibr" rid="B16">Berg et al., 2016</xref>; <xref ref-type="bibr" rid="B53">Greve et al., 2019</xref>; <xref ref-type="bibr" rid="B108">Overpeck and Udall, 2020</xref>). The main drivers of dryland variation include climatic factors (i.e., high temperature, changing rainfall patterns, and infertile soils) and anthromes (e.g., agriculture, urbanization, livestock grazing, and wildfires). The interconnected natural processes of degradation are water and wind erosion, salinization, and organic matter (OM) loss, which furtherance results in a decrease in soil health, agrarian productivity, and the ability to reduce carbon (C) emissions into the atmosphere (<xref ref-type="bibr" rid="B122">Reynolds et al., 2007</xref>). Over-exploitation and land degradation of &#x223c;4 &#xd7; 10<sup>9</sup>&#xa0;ha (&#x223c;73% of the total area of rangelands) resulted in soil loss of &#x223c;216 &#xd7; 10<sup>6</sup>&#xa0;ha (&#x223c;47% of SSA&#x2019;s drylands), degradation of 43 &#xd7; 10<sup>6</sup> of irrigated croplands (&#x223c;30% of total SSA&#x2019;s drylands) (<xref ref-type="bibr" rid="B158">UNEP, 2021</xref>). Nevertheless, dryland ecosystems and their biodiversity are strongly shaped by interdependent components such as topography, geology, rainfall, herbivores, fires, and human management (<xref ref-type="bibr" rid="B33">Davies et al., 2012</xref>). For instance, in Southern Africa, dry forests particularly, the Miombo woodland have the capability of storing &#x223c;100 tons of carbon/hectare. In addition, the coupled human biomes development leads to land degradation and a net loss of carbon storage, deteriorating the impacts of climate change (<xref ref-type="bibr" rid="B147">Stringer et al., 2012</xref>).</p>
<sec id="s3-1-1">
<title>3.1.1 Increase in temperatures</title>
<p>Global warming trend has indeed been detected over drylands since the 1980s, with further warming predicted in the near future (<xref ref-type="bibr" rid="B64">Huang et al., 2016</xref>). Africa&#x2019;s drylands are known for their high temperatures (<xref ref-type="bibr" rid="B119">Put et al., 2004</xref>; <xref ref-type="bibr" rid="B180">Zhang et al., 2021</xref>). Climate change-induced temperature rises are likely to aggravate existing vulnerabilities of natural semiarid systems like droughts, water scarcity, and floods (<xref ref-type="bibr" rid="B77">Koohafkan and Stewart, 2008</xref>). The extreme variation in rainfall and the overall water shortage constrain nutrient accumulation in dryland ecosystems, impeding biogeochemical nutrient cycling (<xref ref-type="bibr" rid="B83">Laban et al., 2018</xref>). The study by <xref ref-type="bibr" rid="B32">Daramola and Xu (2021)</xref> reported that temperature generally increased across all dryland areas, with the warmest years identified between 2015 and 2017 except for the hyper-arid zones where the highest temperature increase occurred in 2010. Extreme temperature occurrences have a severe impact on agriculture in Africa since many crops are already planted at the boundaries of their thermal tolerance and water stress resilience (<xref ref-type="bibr" rid="B139">Scholes et al., 2015</xref>).</p>
</sec>
<sec id="s3-1-2">
<title>3.1.2 Decrease in rainfall patterns and poor nutrient soils</title>
<p>Prior research showed that precipitation generally decreased over the drylands and summer precipitation increased over Southern Africa as well as Northern Africa&#x2019;s dryland areas (<xref ref-type="bibr" rid="B32">Daramola and Xu, 2021</xref>). High precipitation years in Southern Africa caused an initial spike in fire rates, which then declined in subsequent years (<xref ref-type="bibr" rid="B170">Wei et al., 2020</xref>). Dryland soils are defined as having low organic matter (limiting microbial processing of nutrients for plants), weak structure and high salt content, and limited moisture retention capabilities (<xref ref-type="bibr" rid="B131">Safriel, 2017</xref>; <xref ref-type="bibr" rid="B117">Plaza et al., 2018</xref>). These, however, are enhanced by extreme variations in rainfall and overall water deficiency (<xref ref-type="bibr" rid="B56">Hartley et al., 2007</xref>).</p>
</sec>
<sec id="s3-1-3">
<title>3.1.3 Wildfires</title>
<p>Wildfires are an extreme threat to dryland environments (e.g., grasslands, savannas, or dry forests) and the threat is increasing due to increased ignition potentials by humans, the spread of fire-prone invasive grasses, and shrubs, surface temperature, and dry conditions. The dramatic increase in wildfire prevalence in recent decades poses serious threats to human safety, infrastructure, agricultural production, cultural resources, native ecosystems, and watershed functioning. It is especially prevalent in Africa, with up to 9% of the continent burnt on an annual basis (<xref ref-type="bibr" rid="B8">Andela et al., 2013</xref>), which contributes to 70% of the global burned area (<xref ref-type="bibr" rid="B9">Andela and van der Werf, 2014</xref>). More extensive dry season fires lead to wet season rainfall deficits of up to 30&#xa0;mm (<xref ref-type="bibr" rid="B132">Saha et al., 2016</xref>). Subsequently, the occurrence and impacts of wildfires must be reduced through prevention, preparedness, and pre-fire management. The post-fire response such as erosion control and replanting in burned areas also helps reduce the immediate impacts of wildfire and establish non-native grasses, reducing the risk of future fires.</p>
<p>Variations in surface temperatures change the water dynamics in the soil, impacting crop yields directly. The warming trend will also lead to soil surface temperature increase, resulting in a decrease in rainfall patterns and soil nutrients. Although wildfire occurrence and extent have been linked to rainfall and temperature on regional scales, the atmospheric mechanisms that drive regional patterns of rainfall and temperature need to be further investigated.</p>
</sec>
</sec>
<sec id="s3-2">
<title>3.2 Climate change and food security</title>
<sec id="s3-2-1">
<title>3.2.1 Food availability</title>
<p>Availability refers to the physicality of food. Different foods can be produced in different ways. Agriculture in the drylands is dominated by small-scale and resource-poor farming, which is characterized by declining crop yields and livestock productivity and suffers from limited investments in agricultural technologies and inputs (<xref ref-type="bibr" rid="B102">Mortimore et al., 2009</xref>). Heat and drought stress, as well as increased insects (<xref ref-type="bibr" rid="B133">Salih et al., 2020</xref>), plant diseases (<xref ref-type="bibr" rid="B52">Graziosi et al., 2020</xref>), and flood damage (<xref ref-type="bibr" rid="B12">Atanga and Tankpa, 2021</xref>), thus have significant consequences for regional, national, and household food security and livelihoods (<xref ref-type="bibr" rid="B19">Blunden and Arndt, 2020</xref>). Under RCP 8.5, reductions of 13, 11, and 8% in mean cereal yields are projected in West and Central Africa, Northern Africa, and Southeastern Africa, respectively, based on the yield indicator of crop production per area of harvested land (<xref ref-type="bibr" rid="B175">WMO, 2020</xref>; <xref ref-type="bibr" rid="B148">Stuch et al., 2021</xref>). In addition, climate impacts the production of roots and tuber crops in different ways, such as changes in sowing time, pest and disease infestation of crops, and low crop yields (<xref ref-type="bibr" rid="B110">Owusu et al., 2020</xref>). Concerns have been raised that converting Africa&#x2019;s dry tropical forests and savannahs to croplands for agricultural production may undermine the biomes&#x2019; natural carbon reserves (<xref ref-type="bibr" rid="B66">IPCC, 2019</xref>). Livestock has both positive and negative effects on dryland resources. Nevertheless, about 25 &#xd7; 10<sup>6</sup> pastoralists and 24 &#xd7; 10<sup>7</sup> agro-pastoralists rely on livestock as their main source of income. In sub-Saharan Africa (SSA), 35% is permanent pasture (<xref ref-type="bibr" rid="B72">Kiage, 2013</xref>).</p>
<p>According to the study by <xref ref-type="bibr" rid="B47">Fischer et al. (2002)</xref>, land suitable for double cropping would be reduced by 2 &#xd7; 10<sup>7</sup>&#xa0;ha whereas for triple cropping would decrease from 5 &#xd7; 10<sup>6</sup> to 1 &#xd7; 10<sup>7</sup>&#xa0;ha (<xref ref-type="bibr" rid="B54">Grote et al., 2021</xref>) in SSA. From 2000 to 2050 in SSA, due to combined high temperatures and rainfall shortages, maize, millet, and wheat production is expected to decline by 5, 10, and 15%, respectively (<xref ref-type="bibr" rid="B142">Shiferaw et al., 2013</xref>). In Tanzania in eastern Africa, the maize yields will shrink by about 33% for the overall country. For the central regions, there will be an 84% decrease. Moreover, a decline in mean maize yields is projected for over 85% and 25% of harvested maize areas in Southern Africa and West Africa, respectively (<xref ref-type="bibr" rid="B148">Stuch et al., 2021</xref>). In many instances, crop production is not only affected by climate change and abiotic stresses, such as warmth and water scarcity (<xref ref-type="bibr" rid="B24">Cairns and Prasanna, 2018</xref>; <xref ref-type="bibr" rid="B35">Deutsch et al., 2018</xref>), but also biotic factors such as novel viral pests, insects, and diseases [e.g., Case of deserts locusts in Eastern Africa drylands (<xref ref-type="bibr" rid="B70">Kassegn and Endris, 2021</xref>)]. Finally, all these fluctuations continue to adversely affect food supplies, food prices, and malnutrition-related diseases (<xref ref-type="bibr" rid="B86">Levy et al., 2016</xref>). In light of these results, it is clear that there is much uncertainty regarding future forecasts of food production under climate change. Therefore, the implications for agro-socio-ecological linkages are important to accurately predict system dynamics from climate change.</p>
</sec>
<sec id="s3-2-2">
<title>3.2.2 Food accessibility</title>
<p>Generally, accessibility refers to the ease of acquiring foods in a form and location that enable their consumption. Weather-related shocks might undermine food security through various levels of change and food price volatility (<xref ref-type="bibr" rid="B118">Porter et al., 2014</xref>). Local food supply in many nations is mostly reliant on global food exchanges (or trade) and adverse climatic conditions such as floods, cyclones, and hailstorms alter agricultural commodities and transportation infrastructures at national to regional scales, thus influencing food supply at variable levels. However, changing climate affects food production, farmers&#x2019; income, access to food, supply, and safety (<xref ref-type="bibr" rid="B3">Affoh et al., 2022</xref>). COVID-19 has had a vexing effect on food security and marginalized dryland communities across Africa, which serves as an external driver of FS (<xref ref-type="bibr" rid="B157">Ukhurebor et al., 2021</xref>). Food, livestock traders, and consumers have experienced restrictions on cross-border mobility and relations leading to a surge of spoiled goods due to prolonged transit times. For instance, in Eastern African countries, truckers regularly line up for miles when crossing the borders of neighboring countries. In addition, the effects of political instability in the Democratic Republic of Congo, Ethiopia, and South Sudan have caused the people to flee across the borders (<xref ref-type="bibr" rid="B106">O&#x2019;Grady, 2021</xref>). From 2019 to 2020, the acute food insecurity induced by population change has increased to 1,033, 883, 600, 333, and 250% in Mali, Chad, Burundi, Sierra Leone, and Cameroon, respectively (<xref ref-type="bibr" rid="B173">WFP&#x26;FAO, 2020</xref>).</p>
<p>Climatic instability in SSA, however, could destabilize local markets, curb economic growth, and heighten the risk for agricultural investors in the north and south arid regions, which will lead to increased childhood hunger by rising food prices. It is projected that the price of maize will increase by 104% between 2005 and 2050 (<xref ref-type="bibr" rid="B126">Rosegrant et al., 2014</xref>), although the systematic analysis of the relationship between weather shocks and domestic food prices is rather limited (<xref ref-type="bibr" rid="B99">Mirzabaev and Tsegai, 2012</xref>). Advances in well-being may result from a more equitable allocation of benefits among many stakeholders and beneficiaries. Furthermore, a policy environment that fosters construction of better storage, and freer trade and promotes investments in transportation and irrigation infrastructure can help deal with these problems early on.</p>
</sec>
<sec id="s3-2-3">
<title>3.2.3 Food utilization</title>
<p>Food utilization is closely linked with the general health environment, water, and sanitation (<xref ref-type="bibr" rid="B164">Vilakazi et al., 2019</xref>), which is indirectly impaired by climate change (<xref ref-type="bibr" rid="B174">Wheeler and von Braun, 2013</xref>). Climate change could have a direct effect on micronutrient consumption in three forms: by lowering important micronutrient source crop yields, altering the nutritional balance of a particular crop, or influencing crop selection decisions (<xref ref-type="bibr" rid="B43">Felix and Romuald, 2012</xref>). Due to uneven actual food distribution across Africa and diverse populations and households, food utilization is understudied (<xref ref-type="bibr" rid="B103">Myers et al., 2017</xref>). In response to food price shocks, urban and rural households adjust their consumption patterns in a number of ways such as decreasing caloric intake, decreasing the number of meals per day, decreasing food diversity, or substituting with less preferred foods (<xref ref-type="bibr" rid="B93">Matz et al., 2015</xref>; <xref ref-type="bibr" rid="B81">Kubik and May, 2018</xref>). Across most dryland areas in Africa, many poor people still face difficulties in obtaining adequate calorie intake and/or diverse quality diets. The proliferation of small-scale agro-processing industries and modern storage techniques in both rural and urban areas can increase food security by diversifying agrarian products and enhancing nutritional standards as well as creating the employment (<xref ref-type="bibr" rid="B1">Adeyeye, 2017</xref>). The &#x201c;atta&#x201d; for cowpea in Benin is a typical example (<xref ref-type="bibr" rid="B80">Kpossilande et al., 2020</xref>). Moreover, processed food can be purchased in various forms for each and every category of household (<xref ref-type="bibr" rid="B121">Reardon et al., 2021</xref>). Importantly, several studies revealed that agricultural policies have contributed in many SSA countries to increased food production, which helps the population to acquire more nutritious diets and improve livelihoods (<xref ref-type="bibr" rid="B115">Pernechele et al., 2018</xref>).</p>
</sec>
<sec id="s3-2-4">
<title>3.2.4 Food stability</title>
<p>Food stability is established when food supply and people&#x2019;s ability to access and consume food remain stable and consistent over time (<xref ref-type="bibr" rid="B20">Bonuedi et al., 2020</xref>). The major causes of food instability include recurrent droughts, geopolitical instability, conflicts, lack of investments in agriculture, unstable markets, and poverty (<xref ref-type="bibr" rid="B172">WFP, 2019</xref>). More importantly, even temporary disruptions of food access resulting from food inflation can entail long-term, often irreversible nutritional damage, especially amongst infants and young children during the period of critical growth and development (<xref ref-type="bibr" rid="B11">Arndt et al., 2016</xref>). Because of the short-term supply fluctuations, the stability of complete food systems may be jeopardized as a result of climate change (<xref ref-type="bibr" rid="B54">Grote et al., 2021</xref>). Furthermore, abiotic (e.g., weather) and biotic (e.g., pests) shocks can compromise cereal stability. As staple crops like wheat and maize are planted in large areas, losses from pests, diseases, and climate change may be catastrophic (<xref ref-type="bibr" rid="B29">Concei&#xe7;&#xe3;o et al., 2016</xref>).</p>
</sec>
</sec>
<sec id="s3-3">
<title>3.3 Feedbacks between climate&#x2013;drylands&#x2013;food security interactions and drivers</title>
<p>Dryland FS is driven by several factors. Changing climate is just one of many interconnected trends and drivers that shape dryland agricultural systems, including FS and nutrition (<xref ref-type="bibr" rid="B22">Brown et al., 2018</xref>). The dryland socio-ecological system comprises a food system, which is, furthermore, a complex adaptive system (<xref ref-type="bibr" rid="B113">Pereira, 2013</xref>; <xref ref-type="bibr" rid="B7">Allen and Prosperi, 2016</xref>). The most noteworthy technical advances and socio-economic factors that drive changes in food systems include technological and structural changes in the food system, food production, processing, distribution, and markets, population growth, wealth shifts, changing demographics, globalization, catastrophe management, and energy production, availability and use (<xref ref-type="bibr" rid="B65">Ingram, 2011</xref>; <xref ref-type="bibr" rid="B116">Pingali, 2012</xref>). Likewise, a sustainable food system is critical to the households&#x2019; survival and community resilience in Africa (<xref ref-type="bibr" rid="B143">Smit, 2016</xref>).</p>
<p>Bringing various fundamentals together, the integrated conceptual framework, illustrated in <xref ref-type="fig" rid="F3">Figure 3</xref>, shows how climate, dryland, and food system give rise to a set of socioeconomic, ecosystem, food, livelihoods, and policy systems. The ecosystem services are stratified according to the livelihood outcome and other factors and the climate, in turn, shape-specific elements of dryland expansion and FS. Food system development must be evaluated not only in terms of economic efficiency and capacity to enhance FS but also in terms of their environmental impacts throughout the food chain. The climate change implications on drylands, ecosystem, food, and the socio-economic systems could gain from facets of all FS and improved livelihoods, thus providing a certain comprehensive understanding of the whole system as vividly illustrated in <xref ref-type="fig" rid="F3">Figure 3</xref>.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Interrelationship among the dryland agroecosystem, climate system, socio-economic system, and food system. Here, we present the CDF nexus (epicenter) from the viewpoint of environmental and socioeconomic feedback (above and below) and food system outcomes (right side). In particular, the anthropogenic activities, natural processes, and socioeconomic operations together drive dryland agroecosystem changes in African drylands. All these combined factors, however, positively/negatively impact the stability and income level, <italic>via</italic> effects on productivity, production costs, and market prices resulting in food insecurity and malnutrition.</p>
</caption>
<graphic xlink:href="fenvs-10-851249-g003.tif"/>
</fig>
</sec>
</sec>
<sec id="s4">
<title>4 Technical advances in climate change, dryland ecosystem monitoring, and food security</title>
<sec id="s4-1">
<title>4.1 Progresses of dryland agroecosystem dynamics detection techniques</title>
<p>Over the past four decades, methods to detect and quantify the relative dryland expansion and land degradation have been developed (<xref ref-type="bibr" rid="B166">Wang et al., 2012</xref>; <xref ref-type="bibr" rid="B4">AghaKouchak et al., 2015</xref>). The RS techniques and spatial modeling are commonly used tools for quantifying spatio-temporal trends of LU/LC change in drylands (<xref ref-type="bibr" rid="B107">Ohana-Levi et al., 2019</xref>). Over the last four decades, the advent of earth observations (EOs) has been highly relevant for enhancing data availability in drylands globally (<xref ref-type="fig" rid="F4">Figure 4</xref>). Cost-effective atmospheric conditions in drylands complimented the extra huge need by providing the improved probability of high-quality data due to decreasing cloud cover for optical RS (<xref ref-type="bibr" rid="B145">Smith et al., 2019</xref>). Henceforward, several RS integrated tools have been introduced in drylands, including sensors such as Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER), Compact High-Resolution Imaging Spectrometer (CHRIS), Landsat thematic mapper (TM), Landsat multispectral scanner (MSS), Landsat operational land imager (OLI), and thermal infrared sensor (TIRS) with different multi-spectral satellite products such as atmospheric profiles product (MOD), Moderate Resolution Imaging Spectroradiometer (MODIS), modified atmospheric profiles from reanalysis information (MAPRI), and Atmospheric Correction Parameter Calculator (ACPC) (<xref ref-type="bibr" rid="B79">Kowalik et al., 1982</xref>; <xref ref-type="bibr" rid="B68">Jim&#xe9;nez-Mu&#xf1;oz et al., 2010</xref>; <xref ref-type="bibr" rid="B50">Fritz et al., 2019</xref>). Quantitative estimates of Vegetation Health and biomass dynamics based on the Visible Infrared Imaging Radiometer Suite (VIIRS) of Landsat MSS offer a dimensionless measure of greenness with normalized difference vegetation index (NDVI) (<xref ref-type="bibr" rid="B127">Rouse et al., 1974</xref>; <xref ref-type="bibr" rid="B152">Tian et al., 2016</xref>). Multi-source and multi-scale data sets, and fusion algorithms that intelligently integrate <italic>in situ</italic> data, remote sensing observations, and modeling results, are required to capture the complex spatial and temporal land and vegetation dynamics processes.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Advances in satellite imagery and multi-spectral RS of dryland vegetation dynamics. Historical milestones are provided from the 1960s to the 2030s. Timelines of LiDAR, chlorophyll fluorescence (ChIF), thermal infrared (TIR), microwave, optical, and hyperspectral earth observation satellites are shown. The progression of satellite capabilities from optical to hyperspectral indicates both the rising spatial and temporal resolution of sensor information as well as the extension of RS techniques in drylands. Modified and adapted from (<xref ref-type="bibr" rid="B82">Kuenzer et al., 2014</xref>; <xref ref-type="bibr" rid="B145">Smith et al., 2019</xref>). The color differentiates the type of satellite and its capability. The solid, semi-solid, and dash-dash lines represent daily, weekly, and monthly scales, respectively, as the data acquisition time.</p>
</caption>
<graphic xlink:href="fenvs-10-851249-g004.tif"/>
</fig>
<p>Dryland RS satellites are defined in terms of spatial and temporal resolution (<xref ref-type="fig" rid="F5">Figure 5</xref>). Apart from the Advanced Very High-Resolution Radiometer (AVHRR) and Landsat, no sensor line allows for three to four decades of long-term monitoring of thermal patterns. While AVHRR provides two thermal observations per day on average, Landsat also has a 16-day repeat cycle. Thus, cloud-free data may only be accessible a few times annually, especially in overcast latitudes (<xref ref-type="bibr" rid="B82">Kuenzer et al., 2014</xref>). Several studies employed the AVHRR NDVI time series to assess the long-term patterns in regional vegetation heterogeneity and drivers in African drylands (<xref ref-type="bibr" rid="B10">Anyamba and Tucker, 2005</xref>; <xref ref-type="bibr" rid="B37">Donohue et al., 2009</xref>; <xref ref-type="bibr" rid="B45">Fensholt and Rasmussen, 2011</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Comparison of RS satellites. The multispectral scanner (MSS)&#x2a; its original pixel size was 79&#xa0;m &#xd7; 57&#xa0;m, where the production systems now resampled the data to 60&#xa0;m. The thematic mapper (TM)&#x2a;&#x2a; band 6 was acquired at 120&#xa0;m resolution, but products are resampled to 30&#xa0;m pixels. Therefore, the Landsat 8 operational land imager (OLI) and thermal infrared sensor (TIRS)&#x2a;&#x2a;&#x2a;, the TIRS bands are acquired at 100&#xa0;m resolution but are resampled to 30&#xa0;m in the delivered data product. The spectral band placement for each sensor is visually displayed. The MODIS consists of several bands, including bands 1&#x2013;2<sup>&#x2b;</sup>, bands 3&#x2013;7<sup>&#x2b;&#x2b;</sup>, and bands 8&#x2013;36<sup>&#x2b;&#x2b;&#x2b;</sup>.</p>
</caption>
<graphic xlink:href="fenvs-10-851249-g005.tif"/>
</fig>
</sec>
<sec id="s4-2">
<title>4.2 Observational networks as essential to Africa dryland ecosystem management</title>
<p>Long-term ecological research (LTER) is a method of assessing biophysical interactions with human activities and how they affect the ecological integrity, particularly environmental processes and humanity&#x2019;s carrying capacity (<xref ref-type="bibr" rid="B162">Vanderbilt and Gaiser, 2017</xref>). These networks deal with climate and anthropological impacts on grassland, forests, freshwater, deserts, coasts, and other ecosystems that span a wide topographical range (<xref ref-type="bibr" rid="B179">Yevide et al., 2015</xref>). Some ecosystem research networks (ERNs) have been established in Africa (<xref ref-type="table" rid="T1">Table 1</xref>). These monitoring initiatives are intended to develop response strategies for any potential consequences such as biodiversity loss, land degradation, desertification, and extreme events (<xref ref-type="bibr" rid="B87">Li et al., 2015</xref>). Ecosystem monitoring <italic>via</italic> international LTER (ILTER) emerges in countries and is now applied all over the world (<xref ref-type="bibr" rid="B178">Yevide et al., 2016</xref>). Currently, the ILTER covers about 44 nations and 700 experimental stations, integrating observation of ecological aspects to serve the needs worldwide (<xref ref-type="bibr" rid="B98">Mirtl et al., 2018</xref>). Therefore, the advancement of dryland-specific models and novel assessment technologies for drylands cannot act without substantial and specialized observational networks (<xref ref-type="bibr" rid="B145">Smith et al., 2019</xref>). These networks currently exist in some regions, for example, HiWATER, OZFlux, and Semiarid ECohydrology Array (SECA). Africa is, however, one of the continents that owns continental and regional-scale monitoring networks, including the South African environmental observation network (SAEON) (<xref ref-type="bibr" rid="B51">Gray and Kalpers, 2005</xref>; <xref ref-type="bibr" rid="B69">J&#xfc;rgens et al., 2012</xref>). Rapidly advancing technology will continue to impact LTER&#x2019;s tasks. The monitoring sites generally continue to be sparse, scattered, and biased toward dryland ecosystems. Development of ecotechnologies is needed. A need for scientifically-based peer-reviewed research using &#x2018;&#x2018;bottom-up&#x2019;&#x2019; rather than &#x2018;&#x2018;top-down&#x2019;&#x2019; help answer pressing.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Examples of African Ecosystem Research Networks (AERNs) dealing with climate change, dryland monitoring, and FS.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Station name</th>
<th align="left">Time</th>
<th align="left">Key technologies</th>
<th align="left">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Sahara and Sahel Observatory (ROSELT/OSS)</td>
<td align="left">1992</td>
<td align="left">25 clusters of observatories, geoportals, and instruments for monitoring environmental parameters. Open source and technologies (e.g., FOSS and OGC). Acquisition of low-resolution satellite images using NOAA/AVHRR and Spot 4&#x2013;5/VEGETATION.</td>
<td align="left">
<xref ref-type="bibr" rid="B5">Ajmi et al. (2014)</xref>
</td>
</tr>
<tr>
<td align="left">Biodiversity Monitoring Transect Analysis in Africa (BIOTA-AFRICA)</td>
<td align="left">2000</td>
<td align="left">Automatic weather stations, temperature loggers, and research hut infrastructures</td>
<td align="left">
<xref ref-type="bibr" rid="B69">J&#xfc;rgens et al. (2012)</xref>
</td>
</tr>
<tr>
<td align="left">South African Environmental Observation Network (SAEON)</td>
<td align="left">2002</td>
<td align="left">Arid lands node manages several sites using automatic weather stations, temperature loggers, and research hut infrastructures. Metadata models were developed with terrestrial sites</td>
<td align="left">
<xref ref-type="bibr" rid="B130">SAEON/NRF (2018)</xref>
</td>
</tr>
<tr>
<td align="left">Tropical Ecology Assessment and Monitoring Network (TEAM)</td>
<td align="left">2002</td>
<td align="left">17 sites. Data are collected using paper field forms, transcribed into digital form, or using a mobile EcoPDA device. Data acquisition data tools using automatic camera trap arrays, processed and curated data <italic>via</italic> technology partners San Diego Super Computer Center and the Hewlett Packard Enterprise at the University of California, San Diego</td>
<td align="left">
<xref ref-type="bibr" rid="B128">Rovero and Ahumada (2017)</xref>, <xref ref-type="bibr" rid="B151">Team network (2011)</xref>
</td>
</tr>
<tr>
<td align="left">Global Observation Research Initiatives in Alpine environment (GLORIA)</td>
<td align="left">2011</td>
<td align="left">Field manual, field forms, online data input tool (e.g., Central GLORIA Database), photo documentation and management tool (PDM), and temperature data loggers</td>
<td align="left">
<xref ref-type="bibr" rid="B179">Yevide et al. (2015)</xref>
</td>
</tr>
</tbody>
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</table-wrap>
<p>In 1992, the Global Climate Observing System (GCOS) was created. All stakeholders that require climate information, from research to forecasting and impacts to mitigation and adaptation, are ensured to have access to adequate information and trends in the climate system. (<xref ref-type="bibr" rid="B163">Verstraete et al., 2009</xref>). Various technologies have also been developed to help address concerns about dryland expansion, climate variability, FS, and other environmental assessments (<xref ref-type="bibr" rid="B145">Smith et al., 2019</xref>). However, long-term ecological research infrastructures are often fragmented, unevenly distributed in space, and restricted to particular scientific objectives (<xref ref-type="bibr" rid="B57">Hass et al., 2018</xref>). Multiple global ecosystem research networks that help enhance investigations related to climate change, environment, and FS necessitate funds in research and development, human capital, knowledge flows, and infrastructure.</p>
</sec>
</sec>
<sec id="s5">
<title>5 Challenges and uncertainties for climate change, dryland dynamics, and food security</title>
<p>Climate models (CMs) are weather forecasting extensions. Moreover, these models provide information on hydro-biogeochemical cycles (<xref ref-type="bibr" rid="B48">Foley, 2010</xref>; <xref ref-type="bibr" rid="B167">Wang et al., 2015</xref>). Scientists utilize the CMs to draw past, current, and future conclusions about complex earth systems (<xref ref-type="bibr" rid="B62">Huang et al., 2017</xref>). The most intricate and reliable models for understanding climate systems and forecasting climate change are General circulation models (GCMs) and regional climate models (RCMs), which may need bias corrections and model output statistics (MOS) (<xref ref-type="bibr" rid="B40">Eden and Widmann, 2014</xref>). For instance, <xref ref-type="bibr" rid="B71">Keenan et al. (2016)</xref> testified that during the last decades, in the warming break of drylands, a current hiatus of crop growth rate was linked to a rise of atmospheric CO<sub>2</sub> in the terrestrial sink, which was attributed to the effects of atmospheric CO<sub>2</sub> on vegetation (<xref ref-type="bibr" rid="B13">Ballantyne et al., 2017</xref>). Consequently, because global carbon cycle dynamics are not included in some CMIP5 models, CMIP5 cannot duplicate this trend without significant uncertainty (<xref ref-type="bibr" rid="B62">Huang et al., 2017</xref>). Even for state-of-the-art models of global carbon cycling, the carbon concentration still has a lot of uncertainty. The case of the West African monsoon is an example (<xref ref-type="bibr" rid="B73">Klein et al., 2017</xref>). Nonetheless, various models are built based on the same modeling institutions. Thus, the ensemble of CMs is not weighted. There are great uncertainties remaining in evaluations of the global trends in dryness and wetness under climate change conditions (<xref ref-type="bibr" rid="B154">Trenberth et al., 2014</xref>). To handle the uncertainties in aridity projections and the aridity index (AI) calculation against the hydro-ecological variables, there is a need to consider regions where the overwhelming of models agree in sign (<xref ref-type="bibr" rid="B53">Greve et al., 2019</xref>). Moreover, the use of time series precipitation and evapotranspiration datasets from meteorological stations could be helpful to reduce uncertainties in AI projections and regional dryland climate modeling (<xref ref-type="bibr" rid="B150">Tarek et al., 2021</xref>).</p>
<p>Dryland climate system uncertainty over human action possesses two main sources, including uncertainty due to unknown future emission concentrations of greenhouse gases and aerosols, and uncertainty of the climate system&#x2019;s response to our actions (<xref ref-type="bibr" rid="B155">Trenberth and Trenberth, 1992</xref>; <xref ref-type="bibr" rid="B144">Smith et al., 2009</xref>). This information, combined with climate models, allows decision makers at all levels of governance to determine how both natural and manmade influences have and will impact changes in our climate.</p>
</sec>
<sec id="s6">
<title>6 Future directions and research needs</title>
<p>In the past four decades, drastic population development has been observed in drylands (<xref ref-type="bibr" rid="B143">Smit, 2016</xref>; <xref ref-type="bibr" rid="B41">Ellis et al., 2021</xref>). Subsequently, modern dryland farming and intensive land use are necessary. Sustainable agriculture comprises multiple components, including the introduction of climate-adapted cultivars and sustainable environmental protection that integrates provision and preservation of ecosystem services by enhancing durable intensification programs based on conservation agriculture and community-based adaptation and mitigation with operational support services (e.g., biodiversity, food production, and reduction of GHG emissions) (<xref ref-type="bibr" rid="B95">Mbow et al., 2014</xref>; <xref ref-type="bibr" rid="B135">Sanz et al., 2017</xref>). Therefore, planning of the so-called food&#x2013;energy&#x2013;water&#x2013;biodiversity&#x2013;human health (WEFBH) nexus has revealed practicality in evaluating strategic policy to achieve the SDGs prior to the rising demands, dryland resource scarcity, and climate variability (<xref ref-type="bibr" rid="B6">Albrecht et al., 2018</xref>; <xref ref-type="bibr" rid="B60">Hirwa et al., 2021</xref>).</p>
<p>Remote sensing data have been utilized to provide information in data-scarce areas to address climate variability and FS induced by shifts in foundational dynamic ecosystems. The extension of dryland-specific modern observation models, networks, and evaluations of new RS technologies is a key to successful dryland ecosystem management. These technologies exist in some areas across Africa (e.g., AngoSat-2, NileSat-301, and NARSSCube-2) (<xref ref-type="bibr" rid="B176">Woldai, 2020</xref>). Owing to advances in model development from the late 1990s until now, modeling efforts have inspired more current observational investigations. In this instance, measurements are frequently provided apropos of regression models, and multidecadal aerial images are used to identify vegetation changes, for example, in the case of Niger over a forty-year interval. Nonetheless, some models (e.g., Brusselator model) can be overly mechanistic in their representation of many processes at hand, resulting in a high dimensionality that must be calculated from data. As a result, this modeling approach is frequently linked to observation and involves comparisons to field-based assessments (<xref ref-type="fig" rid="F6">Figure 6</xref>). Ultimately, we recommend close collaboration between geo-information data-driven modeling approaches and terrestrial ecosystem modelers to more swiftly categorize model structural deficiencies and hence intrinsically empower more precise dryland ecosystem functioning model projections with the social and ecological system.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Research directions of climate change, dryland variation, and food security nexus.</p>
</caption>
<graphic xlink:href="fenvs-10-851249-g006.tif"/>
</fig>
<p>Commonly known technologies are categorized into two main types of hardware and software resources, including open-source and affordable tools and scanners, sensors, and platform networks. Therefore, an increasingly growing pool of comparatively low-cost innovations is spurring the transition from catchment to subnational measures (<xref ref-type="bibr" rid="B123">Richardson et al., 2018</xref>). The ecosystem phenology camera network can be used to estimate the carbon flux, photosynthesis, and canopy greenness in dryland vegetation (<xref ref-type="bibr" rid="B124">Richardson et al., 2013</xref>), and mobile devices can be redeployed to record and capture ecological data. For instance, the Land-Potential Knowledge System (LandPKS) recognizes soil and land types, monitors soil health and vegetation, and identifies management options (<xref ref-type="bibr" rid="B59">Herrick et al., 2016</xref>). This could be used to verify remote sensing products, assess earth surface model projections, seasonally explain ecosystem-scale data, and investigate the climate change effects on the terrestrial ecosystem (<xref ref-type="bibr" rid="B141">Seyednasrollah et al., 2019</xref>). Public and private institutions can reduce expenditures on design, research, and development, <italic>via</italic> surplus non-custom devices that are relatively inexpensive and widely available.</p>
</sec>
<sec id="s7">
<title>7 Conclusion</title>
<p>At present, dryland ecosystem degradation meets increasingly severe climate change. Increasingly, widespread, frequent, and extreme weather events substantially impact food security, especially the sufficiency and regularity of food production. In this review, the bibliometric approach was used to assess the research trends, which identified that research demand on the impacts of climate change on drylands and FS has been increasing. African drylands harbor enormous exceptional levels of biodiversity <italic>via</italic> diverse land-use systems and provide a variety of ecosystem services. However, they are ecologically fragile in a plethora of ways. There is a strong relationship between climate change, dryland change, and food systems. With regards to the digital revolution in the RS field, in addition to continuing to use conventional methods to detect the impact of climate change on arid and semi-arid regions, technical innovations (e.g., ecosystem observational/research networks) and modern practices (e.g., climate modeling tools) focusing on dryland changes and FS in Africa are very rare across all sectors. Novel methods, such as coupling different vegetation indices, are urgently needed and encouraged to support conventional dryland RS and FS assessment, from basin to regional scales. With particular efforts to the tactically explored studies, we propose an integrated conceptual framework of different systems (i.e., drylands, climate, ecosystem, socio-economic, and food system) (<xref ref-type="fig" rid="F3">Figure 3</xref>). The foresight and prediction assessment of driving forces of the climate, drylands, and FS needs further research (<xref ref-type="sec" rid="s6">Section 6</xref>). The framework has the potential to reveal new insights into climate change, dryland ecosystem dynamics, and FS with the availability and accuracy of data in the entire system. The nexus approach combines intradisciplinary sections involving all socioeconomic and ecological fields to better understand the regional impacts and develop adaptive strategies while mitigating the climate change impacts on drylands. Herein, we propose new research opportunities to strengthen the CDF nexus: &#x2460; promoting sustainable agricultural best management practices and innovations as a tool to enhance community resilience and cope with climate change impacts on FS, &#x2461; using modern observational data and developing idealistic models to better understand the CDF nexus approaches, and &#x2462; strengthening dryland research and management effectiveness through emerging and affordable technologies. By combining these research directions, we may gain new insights into dryland dynamics, ecosystem services, and FS. We recommend decision makers design policy instruments that consider CDF fields as a multidisciplinary nexus.</p>
</sec>
</body>
<back>
<sec id="s8">
<title>Author contributions</title>
<p>HH: conceptualization, methodology, investigation, acquisition of data, formal analysis, writing&#x2014;original draft, and review and editing. FL: conceptualization, methodology, formal analysis, writing&#x2014;original draft, review and editing, supervision, and funding acquisition. YQ, SM, FM, CT, PL, AI, RI, GC, and BT: writing&#x2014;review and editing.</p>
</sec>
<sec id="s9">
<title>Funding</title>
<p>This research was supported by the National Natural Science Foundation of China (Grant Nos. 41761144053, 41561144011, U1906219, and U1803244).</p>
</sec>
<ack>
<p>The first author was sponsored by the Chinese Academy of Sciences (CAS)&#x2014;The World Academy of Sciences (TWAS) President&#x2019;s Fellowship Programme for his Ph.D. study at the University of Chinese Academy of Sciences.</p>
</ack>
<sec sec-type="COI-statement" id="s10">
<title>Conflict of interest</title>
<p>The authors declare that the research 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="disclaimer" id="s11">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors, and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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