{"id":1801,"date":"2019-04-21T14:16:20","date_gmt":"2019-04-21T14:16:20","guid":{"rendered":"https:\/\/wordpress.clarku.edu\/AIRG\/?page_id=1801"},"modified":"2023-06-16T21:00:54","modified_gmt":"2023-06-16T21:00:54","slug":"publications-2","status":"publish","type":"page","link":"https:\/\/wordpress.clarku.edu\/AIRG\/publications-2\/","title":{"rendered":"Publications"},"content":{"rendered":"

Peer-reviewed journal articles<\/strong><\/h3>\n
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Trivedi, M.B., Marshall, M., Estes, L., de Bie, C. a. J.M., Chang, L. & Nelson, A. (2023). Cropland mapping in tropical smallholder systems with seasonally stratified Sentinel-1 and Sentinel-2 spectral and textural features. Remote Sensing<\/i>, 15<\/b>, 3014.<\/div>\n
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Gatti, N., Cecil, M., Baylis, K., Estes, L., Blekking, J., Heckelei, T., Vergopolan, N. & Evans, T. (2023). Is closing the agricultural yield gap a \u201crisky\u201d endeavor? Agricultural Systems<\/i>, 208<\/b>, 103657.<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
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Song, L. & Estes, L. (2023). itsdm: Isolation forest-based presence-only species distribution modelling and explanation in r. Methods in Ecology and Evolution<\/i>, 14<\/b>, 831\u2013840.<\/div>\n
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Song, L., Estes, A.B. & Estes, L.D. (2023). A super-ensemble approach to map land cover types with high resolution over data-sparse African savanna landscapes. International Journal of Applied Earth Observation and Geoinformation<\/i>, 116<\/b>, 103152.<\/div>\n
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Xiong, S., Baltezar, P., Crowley, M.A., Cecil, M., Crema, S.C., Baldwin, E., Cardille, J.A. & Estes, L. (2022). Probabilistic tracking of annual cropland changes over large, complex agricultural landscapes using Google Earth Engine. Remote Sensing<\/i>, 14<\/b>, 4896.<\/div>\n
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Estes, L.D., Ye, S., Song, L., Luo, B., Eastman, J.R., Meng, Z., Zhang, Q., McRitchie, D., Debats, S.R., Muhando, J., Amukoa, A.H., Kaloo, B.W., Makuru, J., Mbatia, B.K., Muasa, I.M., Mucha, J., Mugami, A.M., Mugami, J.M., Muinde, F.W., Mwawaza, F.M., Ochieng, J., Oduol, C.J., Oduor, P., Wanjiku, T., Wanyoike, J.G., Avery, R.B. & Caylor, K.K. (2022). High resolution, annual maps of field boundaries for smallholder-dominated croplands at national scales. Frontiers in Artificial Intelligence<\/i>, 4<\/b>, 744863.<\/div>\n
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Crawford, C., Estes, L.<\/strong>, Searchinger, T.D., Wilcove, D. (2021)<\/strong>. Consequences of underexplored variation in biodiversity indices used for land\u2010use prioritization. Ecological Applications<\/i>. https:\/\/doi.org\/10.1002\/eap.2396<\/a>.<\/div>\n

Vergopolan, N., Xiong, , S., Estes, L.<\/strong>, Wanders, N., Chaney, N.W., Wood, E. F., Konar, M., Caylor, K., Beck, H.E., Gatti, N., Evans, T., Sheffield, J. (2021)<\/strong>. Field-scale soil moisture bridges the spatial-scale gap between drought monitoring and agricultural yields. <\/a>Hydrology and Earth System Sciences<\/em> 25(4), 1827-1847.<\/p>\n

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Guido, Z., Lopus, S., Waldman, K., Hannah, C., Zimmer, A., Krell, N., Knudson, C., Estes, L., Caylor, K. & Evans, T. (2021). Perceived links between climate change and weather forecast accuracy: new barriers to tools for agricultural decision-making. Climatic Change<\/i>, 168<\/b>, 9.<\/div>\n
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Schmitt-Harsh, M., Waldman, K., Estes, L.<\/strong>, Evans, T. (2020).<\/strong> Understanding social and environmental determinants of piecework labor in smallholder agricultural systems<\/a>. Applied Geography<\/em> 121.<\/strong><\/div>\n

Davis, K.F., Koo, H.I., Dell\u2019Angelo, J., D\u2019Odorico, P., Estes, L.<\/strong>, Kehoe, L.J., Kharratzadeh, M., Kuemmerle, T., Machava, D., Rodrigues Pais, A.J., Ribeiro, N., Rulli, M.C., Tatlhego, M. (2020).<\/strong> Tropical forest loss enhanced by large-scale land acquisitions<\/a>. Nature Geoscience<\/em> 13(7), 482-488.<\/p>\n

Liu, X., Huang, Y., Xu, X., Li, X., Li, X., Ciais, P., Lin, P., Gong, K., Ziegler, A., Chen, A., Gong, P., Chen, J., Hu, G., Chen, Y., Wang, S., Wu, Q., Huang, K., Estes<\/strong>, L., Zeng, Z. (2020).<\/strong> High-spatiotemporal-resolution mapping of global urban change from 1985 to 2015<\/a>. Nature Sustainability<\/em>, 1-7.<\/p>\n

Elmes, A., Alemohammad, H., Avery, R., Caylor, K., Eastman, R., Fishgold, L., Friedl, M. A., Jain, M., Kohli, D., Laso Bayas, J.C., Lunga, D., McCarty, J.L., Pontius Jr, R.G., Reinmann, A.B., Rogan, J., Song, L., Stoynova, H., Ye, S., Yi, Z., Estes, L. <\/strong>(2020)<\/strong>. Accounting for training data error in machine learning applied to Earth observations.<\/a> Remote Sensing<\/em>, 12, 1034.<\/p>\n

Gago, J., Estrany, J., Estes, L.<\/strong>, Fernie, A.R., Alorda, B., Brotman, Y., Flexas, J., Escalona J.M., Medrano, H. (2020)<\/strong>. Nano and Micro Unmanned Aerial Vehicles (UAVs):  A New Grand Challenge for Precision Agriculture?<\/a> Current Protocols in Plant Biology<\/em>, 5, e20103.<\/div>\n
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Mohammed, I., Marshall, M., de Bie, K., Estes, L.<\/strong>, Nelson, A. (2020)<\/strong>. A blended census and multiscale remote sensing approach to probabilistic cropland mapping in complex landscapes. <\/a> ISPRS Journal of Photogrammetry and Remote Sensing<\/em> 161, 233-245.<\/div>\n
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He, X., Estes, L.<\/strong>, Konar, M., Tian, D., Anghileri, D., Baylis, K., Evans, T.P., Sheffield, J. (2019)<\/strong>. Integrated approaches to understanding and reducing drought impact on food security across scales. <\/a>Current Opinion in Environmental Sustainability<\/em> 40, 43-54.<\/div>\n
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Jackson, N.D., Konar, M., Debaere, P., Estes, L. (2019)<\/strong>. Probabilistic global maps of crop-specific areas from 1961 to 2014.<\/a><\/div>\n<\/div>\n
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Environmental Research Letters<\/em> 14 (9), 094023.<\/div>\n
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Giroux, S.A., Kouper, I., Estes, L.D.<\/strong>, Schumacher, J., Waldman, K., Greenshields, J.T., Dickinson, S.L., Caylor, K.K., Tom P Evans, T.P. (2019)<\/strong>. A high-frequency mobile phone data collection approach for research in social-environmental systems: Applications in climate variability and food security in sub-Saharan Africa. <\/a>Environmental Modelling & Software<\/em> 119, 57-69.<\/div>\n

Waldman, K, Vergopolan, N., Estes, L.D.<\/strong>, Attari, S.Z., Sheffield, J., Caylor, K., and Evans, T. (2019)<\/strong>. Cognitive biases about climate variability in smallholder farming systems in Zambia<\/a>. Weather, Climate, and Society.<\/em> doi.org\/10.1175\/WCAS-D-18-0050.1.<\/p>\n

Estes, L.D.<\/strong>, Chen, P., Debats, S., Evans. T., Ferreira, F., Kuemmerle, T., Ragazzo, G., Sheffield, J., Wolf, A., and Caylor, K. (2018)<\/strong>. A large-area, spatially continuous assessment of land cover map error and its impact on downstream analyses<\/a>. Global Change Biology 24<\/em>, 322-337.<\/p>\n

Estes, L.D.<\/strong>, Elsen, P.R., Treuer, T., Ahmed, L., Caylor, K.K., Chang, J., Choi, J., and Ellis, E. (2018)<\/strong>. The spatial and temporal domains of modern ecology<\/a>. Nature Ecology and Evolution 2 <\/em>(5), 819-826.<\/p>\n

Manfreda, S., McCabe, M., Miller, P., Lucas, R., Madrigal, V., Mallinis, G., Ben Dor, E., Helman, D., Estes, L.D.<\/strong>, Ciraolo, G., Mu\u0308llerova\u0301, J., Tauro, F., Isabel De Lima, M., De Lima, J.L.M.P., Frances, F., Caylor, K., Kohv, M., Maltese, A., Perks, M., Ruiz-P\u00c3lrez, G., Su, Z., Vico, G., and Toth, B. (2018)<\/strong>. On the Use of Unmanned Aerial Systems for Environmental Monitoring<\/a>. Remote Sensing 10<\/em> (4), 641.<\/p>\n

Tauro, F., Selker, J., van de Giesen, N., Abrate, T., Uijlenhoet, R., Porri, M., Manfreda, S., Caylor, K., Moramarco, T., Benveniste, J., Ciraolo, G., Estes, L.D.<\/strong>, Domeneghetti, A., Perks, M.T., Corbari, C., Rabiei, E., Ravazzani, G., Bogena, H., Harfouche, A., Brocca, L., Maltese, A., Wickert, A., Tarpanelli, A., Good, S., Manuel Lopez Alcala, J., Petroselli, A., Cudennec, C., Blume, T., Hut, R. and Grimaldia, S. (2018)<\/strong>. Measurements and Observations in the XXI century (MOXXI): innovation and multidisciplinarity to sense the hydrological cycle<\/a>. Hydrological Sciences Journal 63 <\/em>(2), 169-196.<\/p>\n

Zeng, Z., Estes, L.D.<\/strong>, L., Ziegler, A., Chen, A., Searchinger, S., Hua, F., Guan, K., Jintrawet, A., and Wood, E. (2018)<\/strong>. Unexpected highland cropland expansion and forest loss in Southeast Asia in the 21st century. Nature Geosciences, 11 <\/em>(8), 556-562. https:\/\/doi.org\/10.1038\/s41561-018-0166-9.<\/p>\n

Zhao, Y., Vergopolan, N., Baylis, K., Blekking, J., Evans, T., Caylor, K, Giroux, S., Sheffield, J., and Estes, L.D. (2018)<\/strong>. Comparing empirical and survey-based yield forecasts in a dryland agro-ecosystem<\/a>. Agricultural and Forest Meteorology, 262<\/em>, 147-156. https:\/\/doi.org\/10.1016\/j.agrformet.2018.06.024. <\/p>\n

Kehoe, L., Romero-Mu\u00f1oz, A., Estes, L.D.<\/strong>, Kreft, H., Polaina, E., and Kuemmerle, T. (2017)<\/strong>. Biodiversity at risk due to future cropland expansion and intensification<\/a>. Nature Ecology and Evolution 1 <\/em>(8), 1129-1135.<\/p>\n

Zeng, Z., Piao, Z., Li, L. Z. X., Zhou, L., Ciais, P.,Wang, T., Li., Y., Lian, X.,Wood, E.F., Friedlingstein, P., Mao, J., Estes, L.D.<\/strong>, Myneni, R., Peng., S., Shi, X., Seneviratne, S., and Wang, Y. (2017)<\/strong>. Climate mitigation from vegetation biophysical feedbacks during the past three decades<\/a>. Nature Climate Change 7<\/em>, 432-436.<\/p>\n

Estes, L.D.<\/strong>, Searchinger, T., Spiegel, M., Tian, D., Sichinga, S., Mwale, M., Kehoe, L., Kuemmerle, T., Berven, A., Chaney. N., Sheffield, J., Wood, E., and Caylor, K. (2016)<\/strong>. Reconciling agriculture, carbon, and biodiversity in a savanna transformation frontier<\/a>. Philosophical Transactions of the Royal Society B 371 <\/em>(1703), 20150316.<\/p>\n

Mastrorillo, M., Licker, R., Bohra-Mishra, P., Fagiolo, G., Estes, L.D.<\/strong>, and Oppenheimer, M. (2016)<\/strong>. The influence of climate variability on internal migration flows in South Africa<\/a>. Global Environmental Change 39<\/em>, 155-169.<\/p>\n

Debats, S., Luo, D., Estes, L.D.<\/strong>, Fuchs, T., and Caylor, K. (2016)<\/strong>. A generalized computer vision approach to mapping crop fields in heterogeneous agricultural landscapes<\/a>. Remote Sensing of Environment 179<\/em>, 210-221.<\/p>\n

Estes, L.D.<\/strong>, McRitchie, D., Choi, J., Debats, S., Evans, T., Guthe, W., Luo, D., Ragazzo, G., Zempleni,R., Caylor, K. (2016)<\/strong>. A platform for crowdsourcing the creation of representative, accurate landcover maps<\/a>. Environmental Modelling and Software 80 <\/em>(C), 41-53.<\/p>\n

Mastrorillo, M., Licker, R., Bohra-Mishra, P., Fagiolo, G., Estes, L.D.<\/strong>, and Oppenheimer, M. (2016)<\/strong>. The influence of climate variability on internal migration flows in South Africa<\/a>. Global Environmental Change 39<\/em>, 155-169.<\/p>\n

Sweeney, S., Ruseva, T., Estes, L.D.<\/strong>, Evans, T. (2015)<\/strong>. Mapping cropland in smallholder-dominated savannas: integrating remote sensing techniques and probabilistic modeling<\/a>. Remote Sensing 7 <\/em>(11), 15295-15317.<\/p>\n

Searchinger, T.*, Estes, L.D.*<\/strong>, Thornton, P., Notenbaert, A., Beringer, T., Rubenstein, D., Heimlich, R., Herrero, M. (2015)<\/strong>. High carbon and biodiversity costs from converting Africa\u2019s wet savannahs to cropland<\/a>. Nature Climate Change 5<\/em>, 481-486. (*joint lead authors).<\/p>\n

Estes, L.D.<\/strong>, Searchinger, T., Spiegel, M., Tian, D., Sichinga, S., Mwale, M., Kehoe, L., Kuemmerle, T., Berven, A., Chaney. N., Sheffield, J., Wood, E., Caylor, K. Reconciling agriculture, carbon, and biodiversity in a savanna transformation frontier<\/a>. Philosophical Transactions of the Royal Society B 371 <\/em>(1703), 20150316.<\/p>\n

Estes, L.D.<\/strong>, Bradley, B.A., Holness, S., Green, J.M., Oppenheimer, M., Paroz, L., Schulze, R., Tadross, M., Turner, W.R., Wilcove, D.S. (2014)<\/strong>. Using changes in agricultural utility to quantify future climate-induced risk to conservation<\/a>. Conservation Biology 28<\/em>, 427-437. https:\/\/doi.org\/10.1111\/cobi.12205. <\/p>\n

Estes, L.D.<\/strong>, Chaney, N., Herrera-Estrada, J., Caylor, K.K., Sheffield, J., Wood, E.F. (2014)<\/strong>. Changing water availability during the African maize growing season, 1979-2010<\/a>. Environmental Research Letters 9<\/em>, 075005.<\/p>\n

Estes, L.D.<\/strong>, Bradley, B.A., Oppenheimer, M., Ruane, A., Schulze, R., Tadross, M., Turner, W.R., and Wilcove, D.S. (2013)<\/strong>. Projected climate impacts to South African maize and wheat production in 2055: A comparison of empirical and mechanistic modeling approaches<\/a>. Global Change Biology 19<\/em>, 3762-3774.<\/p>\n

Tingley, M.W., Estes, L.D.<\/strong>, Wilcove, D.S. (2013)<\/strong>. Climate change must not blow conservation off course<\/a>. Nature 7462<\/em>, 271-272.<\/p>\n

Estes, L.D.<\/strong>, Bradley, B.A., Beukes, H., Hole. D.G., Lau, M., Oppenheimer, M., Schulze, R., Tadross, M., Turner, W. Comparing mechanistic and empirical model projections of crop suitability and productivity: Implications for projecting ecological change<\/a>. (2013)<\/strong>. Global Ecology and Biogeography 22<\/em>, 1007-1018.<\/p>\n

Bradley, B.A., Estes, L.D.<\/strong>, Hole, D.G., Holness, S., Oppenheimer, M., Schulze, R., Turner, W.R., and Wilcove, D.S. (2012)<\/strong>. Predicting how adaptation to climate change could affect ecological conservation: secondary impacts of shifting agricultural suitability<\/a>. Diversity and Distributions 18<\/em> (5), 425-437. https:\/\/doi.org\/10.1111\/j.1472-4642.2011.00875.x. <\/p>\n

Faria, P.J., Kavembe, G.D., Jung\u2019a, J.O., Kimwele, C.N., Estes, L.D.<\/strong>, Reillo, P.R., Mwangi, A.G., and Bruford, M.W. (2011)<\/strong>. The use of non-invasive molecular techniques to confirm the presence of mountain bongo Tragelaphus eurycerus isaaci populations in Kenya and preliminary inference of their genetic variation<\/a>. Conservation Genetics 12<\/em>, 745-751.<\/p>\n

Estes, L.D.<\/strong>, Mwangi, A.G., Reillo, P.R., and Shugart, H.H. (2011)<\/strong>. Predictive distribution modeling of a rare antelope using enhanced remote sensing and multiple validation techniques<\/a>. Animal Conservation 14<\/em>, 521-532.<\/p>\n

Turner, W., Bradley, B., Estes, L.<\/strong>, Hole, D., Oppenheimer, M., and Wilcove, D. (2010)<\/strong>. Climate Change: Will Nature survive the human response?<\/a> Conservation Letters 3<\/em>, 304\u2010312.<\/p>\n

Estes, L.D.<\/strong>, Reillo, P.R., Mwangi, A.G., Okin, G.S., and Shugart, H.H. (2010)<\/strong>. Remote sensing of structural complexity indices for habitat and species distribution modeling<\/a>. Remote Sensing of Environment 114 <\/em>(4), 792-804.<\/p>\n

Estes, L.D.<\/strong>, Okin, G.S., Mwangi, A.G., and Shugart, H.H. (2008)<\/strong>. Habitat selection by a rare forest antelope: A multi-scale approach combining field data and imagery from three sensors<\/a>. Remote Sensing of Environment 112<\/em>, 2033-2050.<\/p>\n

Working papers and reports<\/strong><\/h3>\n
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Wussah, A.O., Asipinu, M.D. & Estes, L.D. (2022). Final report – Phase 2: creating next generation field boundary and crop type maps rigorous multi-scale groundtruth provides sustainable extension services for smallholders<\/i>, Tetra Tech, Kumasi, Ghana.<\/div>\n<\/div>\n<\/div>\n
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Estes, L.D., Wussah, A.O. & Asipinu, M.D. (2022). Final report – Phase 1: Creating open agricultural maps and ground truth data to better deliver farm extension services<\/i>, Tetra Tech, Kumasi, Ghana.<\/div>\n<\/div>\n

Asipinu, M.D., Wussah, A.O. & Estes, L.D. (2021). Service Scale-up Plan: Creating Open Agricultural Maps and Ground Truth Data to Better Deliver Farm Extension Services<\/i>, Tetra Tech, Kumasi, Ghana.<\/p>\n

Asipinu, M.D., Wussah, A.O. & Estes, L.D. (2021). Crop Type Maps \u2013 Lessons Learned: Creating Open Agricultural Maps and Ground Truth Data to Better Deliver Farm Extension Services<\/i>, Tetra Tech, Kumasi, Ghana.<\/p>\n<\/div>\n<\/div>\n

Estes, L.<\/strong>, Ye, S., Song, L., Luo, B., Eastman, J.R., Meng, Z., Zhang, Q., McRitchie, D., Debats, S.R., Muhando, J., Amukoa, A.H., Kaloo, B.W., Makuru, J., Mbatia, B.K., Muasa, I.M., Mucha, J., Mugami, A.M., Mugami, J.M., Muinde, F.W., Mwawaza, F.M., Ochieng, J., Oduol, C.J., Oduor, P., Wanjiku, T., Wanyoike, J.G., Avery, R. & Caylor, K. (2021).<\/strong> High resolution, annual maps of the characteristics of smallholder-dominated croplands at national scales. EarthArxiv<\/em>. https:\/\/doi.org\/10.31223\/X56C83<\/p>\n

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Alemohammad, H., Maskey, M., Estes, L., Gentine, P., Lunga, D. & Yi, Z.-F. (2020). Advancing application of machine learning tools for NASA\u2019s Earth Observation data<\/i>, NASA, Washington, DC.<\/div>\n<\/div>\n

Debats, S., Estes, L.D., Thompson, D., and Caylor, K. (2017)<\/strong>. Integrating active learning and crowdsourcing into large-scale supervised land cover mapping algorithms. PeerJ Preprint<\/em>, 5:e3004v1. https:\/\/doi.org\/10.7287\/peerj.preprints.3004v1. <\/p>\n

Book chapters<\/strong><\/h3>\n

McDermid, S.P., Ruane, A., Hudson, N.I., Rosenzweig, C., Morales, M.D., Agalawatte, P., Ahmad, S., Ahuja, L.R., Amien, I., Anapalli, S.S., Anothai, J., Asseng, S., Biggs, J., Bert, F., Bertuzzi, P., Bhatia, V.S., Bindi, M., Broad, I., Cammarano, D., Carretero, R., Chattha, A.A., Chung, U., Debats, S., Deligios, P., De Sanctis, G., Dhliwayo, T., Dumont, B., Estes, L.D.<\/strong>, et al. (2015)<\/strong>. The AgMIP Coordinated Climate-Crop Modeling Project (C3MP): Methods and Protocols. In Hillel, D., and C. Rosenzweig (Eds.), ICP Series on Climate Change Impacts, Adaptation, and Mitigation, Vol. 4., Handbook of Climate Change and Agroecosystems: The Agricultural Model Intercomparison and Improvement Project Integrated Crop and Economic Assessments, Part 1<\/a>. (UK: Imperial College Press).<\/p>\n

Estes, L.D.,<\/strong> and Olson, D. (2004)<\/strong>. Southern Rift montane forest-grassland mosaic. In The Terrestrial Ecoregions of Africa and Madagascar: A Conservation Assessment. N. D. Burgess, J. D\u2019Amico Hales, E. Underwood, E. Dinerstein, and I. Itoua, eds. Washington, DC: Island Press.<\/p>\n

Bingham, M, and Estes, L.D. (2004)<\/strong>. Itigi-Sumbu thicket. In The Terrestrial Ecoregions of Africa and Madagascar: A Conservation Assessment. N. D. Burgess, J. D\u2019Amico Hales, E. Underwood, E. Dinerstein, D. Olson, and I. Itoua, eds. Washington, DC: Island Press.<\/p>\n

Estes, L.D. and Greyling, L. (2004). Zambezian and mopane woodlands. In The Terrestrial Ecoregions of Africa and Madagascar: A Conservation Assessment. N. D. Burgess, J. D’Amico Hales, E. Underwood, E. Dinerstein, D. Olson, and I. Itoua, eds. Washington, D.C.: Island Press.<\/p>\n

Popular writing<\/strong><\/h3>\n

Estes, L. and Treuer, T. (2018). \u201cExtracting and analyzing the scales of ecological data.\u201d Nature Ecology and Evolution Community<\/a>“, April 3, 2018.<\/p>\n

Estes, L. and Searchinger, T. (2015). \u201cWhy smart agricultural development is needed in Africa\u2019s savannas<\/a>\u201d. The Conversation, October 7, 2015.<\/p>\n

Searchinger, T. and Estes, L.D.. \u201cWasting the savanna\u201d. The Washington Post, May 8, 2015.<\/p>\n","protected":false},"excerpt":{"rendered":"

Peer-reviewed journal articles Trivedi, M.B., Marshall, M., Estes, L., de Bie, C. a. J.M., Chang, L. & Nelson, A. (2023). Cropland mapping in tropical smallholder systems with seasonally stratified Sentinel-1 […]<\/p>\n","protected":false},"author":1039,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"ngg_post_thumbnail":0,"footnotes":""},"class_list":["post-1801","page","type-page","status-publish","czr-hentry"],"_links":{"self":[{"href":"https:\/\/wordpress.clarku.edu\/AIRG\/wp-json\/wp\/v2\/pages\/1801","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wordpress.clarku.edu\/AIRG\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/wordpress.clarku.edu\/AIRG\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/wordpress.clarku.edu\/AIRG\/wp-json\/wp\/v2\/users\/1039"}],"replies":[{"embeddable":true,"href":"https:\/\/wordpress.clarku.edu\/AIRG\/wp-json\/wp\/v2\/comments?post=1801"}],"version-history":[{"count":0,"href":"https:\/\/wordpress.clarku.edu\/AIRG\/wp-json\/wp\/v2\/pages\/1801\/revisions"}],"wp:attachment":[{"href":"https:\/\/wordpress.clarku.edu\/AIRG\/wp-json\/wp\/v2\/media?parent=1801"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}