References

Adolph, Barbara, Mary Allen, Evans Beyuo, Daniel Banuoku, Sam Barrett, Tsuamba Bourgou, Ndapile Bwanausi, et al. 2021. “Supporting Smallholders’ Decision Making: Managing Trade-Offs and Synergies for Sustainable Agricultural Intensification.” International Journal of Agricultural Sustainability 19 (5-6): 456–73. https://doi.org/10.1080/14735903.2020.1786947.

Antill, Lyn. 1986. “The Information Systems Design Process: Many Views of One Situation.” Design Studies 7 (2): 80–86. https://doi.org/10.1016/0142-694X(86)90020-7.

Arrouays, Dominique, Alex Mcbratney, Budiman Minasny, Jonathan Hempel, Gerard Heuvelink, R. A. Macmillan, P. Lagacherie, and Neil McKenzie. 2014. “The GlobalSoilMap Project Specifications.” GlobalSoilMap: Basis of the Global Spatial Soil Information System - Proceedings of the 1st GlobalSoilMap Conference, January, 9–12. https://doi.org/10.1201/b16500-4.

AU-FARA. 2024. “Soil Initiative for Africa: Framework Document.” Africa Union. https://archives.faraafrica.org/index.php/s/ysTdTaHbpdzH93r?dir=undefined&openfile=171500.

Ayres, Edward. 2019. “Quantitative Guidelines for Establishing and Operating Soil Archives.” Soil Science Society of America Journal 83 (4): 973–81. https://doi.org/10.2136/sssaj2019.02.0050.

Balla, Dániel, Tibor József Novák, Emőke Kiss, Tamás Mester, Gergő Karancsi, and Marianna Zichar. 2020. “Classification and Geovisualization Process of Soil Data Using a Web-Based Spatial Information System.” Open Agriculture 5 (1): 638–55. https://doi.org/10.1515/opag-2020-0054.

Batjes, Niels H., Eloi Ribeiro, Ad van Oostrum, Johan Leenaars, Tom Hengl, and Jorge Mendes de Jesus. 2017. “WoSIS: Providing Standardised Soil Profile Data for the World.” Earth System Science Data 9 (1): 1–14. https://doi.org/10.5194/essd-9-1-2017.

Beaudette, D. E., and A. T. O’Geen. 2009. “Soil-Web: An Online Soil Survey for California, Arizona, and Nevada.” Computers & Geosciences 35 (10): 2119–28. https://doi.org/10.1016/j.cageo.2008.10.016.

Beda, Komlan Franck Godefroy. 2019. “Information and Communication Technologies in Africa: Levels, Trends and Perspectives.” In Smart Economy in Smart African Cities, edited by Gora Mboup and Banji Oyelaran-Oyeyinka, 447–79. Singapore: Springer Singapore. https://doi.org/10.1007/978-981-13-3471-9_15.

Bennett, J.McL., S. D. Roberton, A. Ghahramani, and D. C. McKenzie. 2021. “Operationalising Soil Security by Making Soil Data Useful: Digital Soil Mapping, Assessment and Return-on-Investment.” Soil Security 4 (September): 100010. https://doi.org/10.1016/j.soisec.2021.100010.

Bhattacharya, Tapas, S. P. Wani, P. Chandran, P. Tiwary, D. K. Pal, K. L. Sahrawat, and M. Velayutham. 2016. “Soil Information System: Web-Based Solution for Agricultural Land-Use Planning.” Current Science 110 (2): 241–45.

Board on Agriculture and Natural Resources, Board on Earth Sciences and Resources, Board on International Scientific Organizations, Division on Earth and Life Studies, Policy and Global Affairs, and National Academies of Sciences, Engineering, and Medicine. 2021. Exploring a Dynamic Soil Information System: Proceedings of a Workshop. Edited by Robert Pool and Kara Laney. Washington, D.C.: National Academies Press. https://doi.org/10.17226/26170.

Burrough, P. A., S. W. Bie, Norwegian Society of Soil Science, and Norwegian Computing Center, eds. 1984. Soil Information Systems Technology: Proceedings. Soil Information Systems 6. Wageningen: Pudoc.

CAB International. 2024. “The Lasting Impact of Advocating for and Facilitating FAIR-Informed Practice in Soil and Agronomy – the Case of the Coalition of the Willing (CoW) and Ethiopia’s Soil and Agronomy Data Sharing (SADS) Directive.” Gates Open Research. https://doi.org/10.21955/GATESOPENRES.1117085.1.

Cevere, Rudite, and Aleksandrs Gailums. 2017. “Information Technology Sustainability Problems and Possible Solutions.” Baltic Journal of Modern Computing 5 (March). https://doi.org/10.22364/bjmc.2017.5.1.01.

Charzyński, Przemysław, Magdalena Urbańska, Gian Franco Capra, Antonio Ganga, Peter Holmes, Melanie Szulczewski, Undrakh-Od Baatar, et al. 2022. “A Global Perspective on Soil Science Education at Third Educational Level; Knowledge, Practice, Skills and Challenges.” Geoderma 425 (November): 116053. https://doi.org/10.1016/j.geoderma.2022.116053.

Coley, M, S Tatge, L Laroche, M Parr, R Arasah, M Allan, Thaisa van der Woude, Fenny van Egmond, and A McKay. 2024. “A Process Toward Strengthening National Soil Information Services (SIS): New Evidence for a SIS Develoment Framework.” Technical {Report}. Nairobi, Kenya: CABI; ISRIC. https://www.cabi.org/wp-content/uploads/Strengthening_SIS_Report.pdf.

Cook, S. E., A. Jarvis, and J. P. Gonzalez. 2008. “A New Global Demand for Digital Soil Information.” In Digital Soil Mapping with Limited Data, edited by Alfred E. Hartemink, Alex McBratney, and Maria De Lourdes Mendonça-Santos, 31–41. Dordrecht: Springer Netherlands. https://doi.org/10.1007/978-1-4020-8592-5_3.

David, Oladipo Olalekan, and Wynand Grobler. 2020. “Information and Communication Technology Penetration Level as an Impetus for Economic Growth and Development in Africa.” Economic Research-Ekonomska Istraživanja 33 (1): 1394–1418. https://doi.org/10.1080/1331677X.2020.1745661.

Desmet, J., and K. Jonghe. 1993. “The Application of a Soil Information System in Reallotment Projects.” In Integrated Soil and Sediment Research: A Basis for Proper Protection, edited by Herman J. P. Eijsackers and Timo Hamers, 1:509–11. Dordrecht: Springer Netherlands. https://doi.org/10.1007/978-94-011-2008-1_111.

Diafas, Iason, Panos Panagos, and Luca Montanarella. 2013. “Willingness to Pay for Soil Information Derived by Digital Maps: A Choice Experiment Approach.” Vadose Zone Journal 12 (4): 1–8. https://doi.org/10.2136/vzj2012.0198.

Egmond, Fenny van, Thaisa van der Woude, Ulan Turdukulov, Paul van Genuchten, Luis de Sousa, Bas Kempen, Niels H. Batjes, et al. 2023. “Development Options for a Soil Information Workflow and System.” [object Object]. https://doi.org/10.17027/ISRIC-TMKB-PR58.

FAO-UNESCO. 1974. FAO-UNESCO Soil Map of the World. Vol. 1. Paris: Unesco.

FARA. 2022. “A Soil Initiative for Africa: Vision, Plan and Processes.” Forum For Agricultural Research in Africa. https://library.faraafrica.org/2022/05/31/a-soil-initiative-for-africa/.

Fatunbi, W. A., and A Abhishek. 2020. “Soils4Africa Deliverable 2.1: A Set of Use Cases Plus Soil Quality Indicator.” Project report Soils4Africa_D2.1_v01. FARA. https://www.soils4africa-h2020.eu/serverspecific/soils4africa/images/Documents/UseCases.pdf.

Fern´ndez, R. Norberto, and Marek Rusinkiewicz. 1993. “A Conceptual Design of a Soil Database for a Geographical Information System.” International Journal of Geographical Information Systems 7 (6): 525–39. https://doi.org/10.1080/02693799308901980.

Golicz, Karolina, Stephen Hallett, Ruben Sakrabani, and Joy Ghosh. 2020. “Adapting Smartphone App Used in Water Testing, for Soil Nutrient Analysis.” Computers and Electronics in Agriculture 175 (August): 105532. https://doi.org/10.1016/j.compag.2020.105532.

Hallett, S. H., R. Sakrabani, C. A. Keay, and J. A. Hannam. 2017. “Developments in Land Information Systems: Examples Demonstrating Land Resource Management Capabilities and Options.” Soil Use and Management 33 (4): 514–29. https://doi.org/10.1111/sum.12380.

Hengl, Tomislav, Gerard B. M. Heuvelink, Bas Kempen, Johan G. B. Leenaars, Markus G. Walsh, Keith D. Shepherd, Andrew Sila, et al. 2015. “Mapping Soil Properties of Africa at 250 m Resolution: Random Forests Significantly Improve Current Predictions.” PLOS ONE 10 (6): e0125814. https://doi.org/10.1371/journal.pone.0125814.

Hengl, Tomislav, Matthew A. E. Miller, Josip Križan, Keith D. Shepherd, Andrew Sila, Milan Kilibarda, Ognjen Antonijević, et al. 2021. “African Soil Properties and Nutrients Mapped at 30 m Spatial Resolution Using Two-Scale Ensemble Machine Learning.” Scientific Reports 11 (1): 6130. https://doi.org/10.1038/s41598-021-85639-y.

Hoffmann, Carsten, Sina Schulz, Einar Eberhardt, Meike Grosse, Susanne Stein, Xenia Specka, Nikolai Svoboda, and Uwe Heinrich. 2020. “Data Standards for Soil- and Agricultural Research.” BonaRes, BonaRes, 1–99. https://doi.org/10.20387/BONARES-ARM4-66M2.

Hu, Paul Jen-Hwa, Pai-Chun Ma, and Patrick Y. K Chau. 1999. “Evaluation of User Interface Designs for Information Retrieval Systems: A Computer-Based Experiment.” Decision Support Systems 27 (1-2): 125–43. https://doi.org/10.1016/S0167-9236(99)00040-8.

Iivari, Juhani, and Erkki Koskela. 1987. “The PIOCO Model for Information Systems Design.” MIS Quarterly 11 (3): 401. https://doi.org/10.2307/248688.

Jacquier, D., Peter Wilson, and D. Brough. 2012. “Soil Information Transfer and Evaluation System (SITES) – Database Design and Exchange Protocols Version 2.0.” CSIRO. https://data.environment.sa.gov.au/Land/Data-Systems/Soil-Sites-SA/Documents/SITES-v2_National%20Schema.pdf.

Jones, A, H Breuning-Madsen, M Brossard, A Dampha, J Deckers, O Dewitte, T Gallali, et al. 2013. Soil Atlas of Africa. LU: Publications Office. https://data.europa.eu/doi/10.2788/52319.

Kalantzopoulos, Georgios, Panagiotis Paraskevopoulos, Georgios Domalis, Aglaia Liopa-Tsakalidi, Dimitrios E. Tsesmelis, and Pantelis E. Barouchas. 2024. “The Western Greece Soil Information System (WΕSIS)—A Soil Health Design Supported by the Internet of Things, Soil Databases, and Artificial Intelligence Technologies in Western Greece.” Sustainability 16 (8): 3478. https://doi.org/10.3390/su16083478.

Karssies, Linda, and Peter Wilson. 2015. “Soil Archives: Supporting Research into Soil Changes.” IOP Conference Series: Earth and Environmental Science 25 (July): 012021. https://doi.org/10.1088/1755-1315/25/1/012021.

Kimaro, Honest, and José Nhampossa. 2004. “The Challenges of Sustainability of Health Information Systems in Developing Countries: Comparative Case Studies of Mozambique and Tanzania.” In, 1:937–50.

Lawrence, Corey R, and Courtney A Creamer. 2023. “U.S. Geological Survey Soil Sample Archive.” [object Object]. https://doi.org/10.5066/P90KTZW4.

Maake, Matome Moshobane Simeon, and Michael Akwasi Antwi. 2022. “Farmer’s Perceptions of Effectiveness of Public Agricultural Extension Services in South Africa: An Exploratory Analysis of Associated Factors.” Agriculture & Food Security 11 (1): 34. https://doi.org/10.1186/s40066-022-00372-7.

Makoza, Frank. 2022. “A Review of Critical Studies on National ICT Policy in the Context of Africa:” International Journal of Information Systems and Social Change 13 (1): 1–22. https://doi.org/10.4018/IJISSC.303601.

Martin, Paul, and Andrew Lawson. 2022. “Money, Soils and Stewardship–Creating a More Fruitful Relationship?” Soil Security 6 (March): 100029. https://doi.org/10.1016/j.soisec.2021.100029.

Miller, Yasamin, Cyrus DiCiccio, Juan Lavista, Cheryl Gore-Felton, Carlos Acle, Jeff Hancock, Amanda Richardson, Lorene Nelson, Oxana Palesh, and Ingrid Oakley-Girvan. 2018. “Smart(phone) Approaches to Mobile App Data Collection.” Survey Practice 11 (2): 1–27. https://doi.org/10.29115/SP-2018-0030.

Moore, Alan W., and Stein W. Bie, eds. 1977. Uses of Soil Information Systems: Proceedings of the Australian Meeting of the ISSS Working Group on Soil Information Systems, Canberra, Australia, March 2-4, 1976. Wageningen: Pudoc.

Mulu, Solomon, Zebene Asfaw, Asmamaw Alemu, and Demel Teketay. 2022. “Determinants of Decision Making by Smallholder Farmers on Land Allocation for Small-Scale Forest Management in Northwestern Ethiopian Highlands.” Land 11 (6): 838. https://doi.org/10.3390/land11060838.

Nenkam, Andree M., Alexandre M.J-C. Wadoux, Budiman Minasny, Francis B. T. Silatsa, Martin Yemefack, Sabastine Ugbemuna Ugbaje, Stephen Akpa, et al. 2024. “Applications and Challenges of Digital Soil Mapping in Africa.” Geoderma 449 (September): 117007. https://doi.org/10.1016/j.geoderma.2024.117007.

NEPAD. 2003. “Introducing the Comprehensive Africa Agriculture Development Programme (CAADP.” Africa Union. http://www.nepad.org/download/file/fid/360.

Nortcliff, Stephen. 2002. “Standardisation of Soil Quality Attributes.” Agriculture, Ecosystems & Environment 88 (2): 161–68. https://doi.org/10.1016/S0167-8809(01)00253-5.

Nwobodo, Cynthia E, Chinenye M. Agbo, Violet A. Ohagwu, and Edwin M. Igbokwe. 2019. “Farmers’ Adjustment to Dwindling Services of the Public Extension System in Enugu State, Nigeria.” Journal of Agricultural Extension 23 (1): 149. https://doi.org/10.4314/jae.v23i1.13.

Nyoni, Rejoice S., Guillaume Bruelle, Regis Chikowo, and Nadine Andrieu. 2024. “Targeting Smallholder Farmers for Climate Information Services Adoption in Africa: A Systematic Literature Review.” Climate Services 34 (April): 100450. https://doi.org/10.1016/j.cliser.2024.100450.

O’Geen, Anthony, Mike Walkinshaw, and Dylan Beaudette. 2017. “SoilWeb: A Multifaceted Interface to Soil Survey Information.” Soil Science Society of America Journal 81 (4): 853–62. https://doi.org/10.2136/sssaj2016.11.0386n.

Omuto, C. T., G. K. Kome, S. J. Ramakhanna, N. M. Muzira, J. A. Ruley, O. J. Jayeoba, V. Raharimanana, et al. 2024. “Trend of Soil Salinization in Africa and Implications for Agro-Chemical Use in Semi-Arid Croplands.” Science of The Total Environment 951 (November): 175503. https://doi.org/10.1016/j.scitotenv.2024.175503.

Omuto, C., F. Nachtergaele, and R. R. Vargas. 2013. State of the Art Report on Global and Regional Soil Information: Where Are We? Where to Go? Global Soil Partnership Technical Report. Rome: Food; Agriculture Organization of the United Nations.

Padarian, José, and Alex B. McBratney. 2020. “A New Model for Intra- and Inter-Institutional Soil Data Sharing.” SOIL 6 (1): 89–94. https://doi.org/10.5194/soil-6-89-2020.

Palma, Raul, Bogusz Janiak, Luís Moreira de Sousa, Kathi Schleidt, Tomáš Řezník, Fenny van Egmond, Johan Leenaars, et al. 2024. “GloSIS: The Global Soil Information System Web Ontology.” arXiv. https://doi.org/10.48550/ARXIV.2403.16778.

Robinson, Nathan J., Peter G. Dahlhaus, Megan Wong, Andrew MacLeod, Dean Jones, and Cam Nicholson. 2019. “Testing the Public–Private Soil Data and Information Sharing Model for Sustainable Soil Management Outcomes.” Soil Use and Management 35 (1): 94–104. https://doi.org/10.1111/sum.12472.

Rozanov, A., and W. Liesl. 2018. “On Soil Scientists and Where to Find Them in Africa: Assessment of Human Capital.” Technical {Report}. Moscow: Eurasian Center for Food Security. https://envalert.org/wp-content/uploads/2019/02/Africa-report-on-soil-science-human-capital.pdf.

Sadovski, Alexander N., and S. W. Bie. 1978. Developments in Soil Information Systems: Proceedings of the Second Meeting of the ISSS Working Group on Soil Information Systems Varna/Sofia, Bulgaria 30 May - 4 June 1977. Wageningen: Pudoc, Centre for Agricultural Publ.; Documentation.

Sanga, C, M Mussa, S Tumbo, L Muhiche, and R Haug. 2014. “On the Development of the Mobile Based Agricultural Extension System in Tanzania : A Technological Perspective.” Nternational Journal of Computing and ICT Research 8 (1): 49–67. https://api.semanticscholar.org/CorpusID:195818480.

Shimeles, Abebe, Audrey Verdier-Chouchane, and Amadou Boly. 2018. “Introduction: Understanding the Challenges of the Agricultural Sector in Sub-Saharan Africa.” In Building a Resilient and Sustainable Agriculture in Sub-Saharan Africa, edited by Abebe Shimeles, Audrey Verdier-Chouchane, and Amadou Boly, 1–12. Cham: Springer International Publishing. https://doi.org/10.1007/978-3-319-76222-7_1.

Sousa, Luis de, Bas Kempen, J Mendes, Yusuf Yigini, Kostiantyn Viatkin, D Medyckyj-Scott, A Richie, Peter Wilson, Fenny van Egmond, and R Baritz. 2021. “Conceptual Design of the Global Soil Information System Infrastructure.” FAO; ISRIC. https://openknowledge.fao.org/handle/20.500.14283/cb4355en.

Tobiszewski, Marek, and Christina Vakh. 2023. “Analytical Applications of Smartphones for Agricultural Soil Analysis.” Analytical and Bioanalytical Chemistry 415 (18): 3703–15. https://doi.org/10.1007/s00216-023-04558-1.

Vågen, Tor-Gunnar, Leigh Ann Winowiecki, Luseged Desta, Ebagnerin Jérôme Tondoh, Elvis Weullow, Keith Shepherd, and Andrew Sila. 2020. “Mid-Infrared Spectra (MIRS) from ICRAF Soil and Plant Spectroscopy Laboratory: Africa Soil Information Service (AfSIS) Phase I 2009-2013.” World Agroforestry - Research Data Repository. https://doi.org/10.34725/DVN/QXCWP1.

Verdoodt, Ann, and Eric Van Ranst. 2006. “The Soil Information System of Rwanda: A Useful Tool to Identify Guidelines Towards Sustainable Land Management.” Afrika Focus 19 (1-2): 69–92. https://doi.org/10.1163/2031356X-0190102004.

Wang, Shuangjin, Yuan Tian, Xiaowei Liu, and Maggie Foley. 2019. “How Farmers Make Investment Decisions: Evidence from a Farmer Survey in China.” Sustainability 12 (1): 247. https://doi.org/10.3390/su12010247.

Wilkinson, Mark D., Michel Dumontier, IJsbrand Jan Aalbersberg, Gabrielle Appleton, Myles Axton, Arie Baak, Niklas Blomberg, et al. 2016. “The FAIR Guiding Principles for Scientific Data Management and Stewardship.” Scientific Data 3 (1): 160018. https://doi.org/10.1038/sdata.2016.18.

Williams, Mark D. J., Rebecca Mayer, and Michael Minges. 2011. Africa’s ICT Infrastructure: Building on the Mobile Revolution. The World Bank. https://doi.org/10.1596/978-0-8213-8454-1.

World Agroforestry (ICRAF), and International Soil Reference And Information Centre (ISRIC). 2021. “ICRAF-ISRIC Soil VNIR Spectral Library.” World Agroforestry - Research Data Repository. https://doi.org/10.34725/DVN/MFHA9C.

Zhong, L, L Baoguo, X Min, and G Qiang. 2014. “Design of County-Level Soil Information System Based on Web-GIS.” Transactions of the Chinese Society of Agricultural Engineering 30 (17): 175–82.