{"id":257776,"date":"2026-01-26T03:49:18","date_gmt":"2026-01-26T03:49:18","guid":{"rendered":"https:\/\/www.newsbeep.com\/il\/257776\/"},"modified":"2026-01-26T03:49:18","modified_gmt":"2026-01-26T03:49:18","slug":"reviewing-the-evidence-on-precision-agriculture-and-environmental-sustainability","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/il\/257776\/","title":{"rendered":"Reviewing the evidence on precision agriculture and environmental sustainability"},"content":{"rendered":"

FAO, IFAD, UNICEF, W. E. P. & WHO. The State of Food Security and Nutrition in the World 2024 \u2013 Financing to End Hunger, Food Insecurity and Malnutrition in All Its Forms. https:\/\/doi.org\/10.4060\/cd1254en<\/a> (FAO, 2024).<\/p>\n

World Food Prize Foundation. Laureate Letter: Hunger\u2019s Tipping Point. World Food Prize https:\/\/www.worldfoodprize.org\/index.cfm?nodeID=96854&audienceID=1<\/a> (World Food Prize, 2025).<\/p>\n

WEF. Innovation with a Purpose: The Role of Technology Innovation in Accelerating Food Systems Transformation. (WEF, 2018).<\/p>\n

Denning, G. Sustainable intensification of agriculture: the foundation for universal food security. npj Sustain. Agric. 3, 1\u20135 (2025).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Giovannucci, D. et al. Food and Agriculture: The Future of Sustainability. SSRN Elect. J. https:\/\/doi.org\/10.2139\/ssrn.2054838<\/a> (2012).<\/p>\n

Pingali, P. & Raney, T. Asian agricultural development: from the green revolution to the gene revolution. in Reasserting the Rural Development Agenda (eds. Balisacan, A. M. & Fuwa, N.) 159\u2013190 (2007).<\/p>\n

Bronson, K. Responsible to whom? Seed innovations and the corporatization of agriculture. J. Responsible Innov. 2, 62\u201377 (2015).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Clapp, J. Titans of Industrial Agriculture: How a Few Giant Corporations Came to Dominate the Farm Sector and Why It Matters. (MIT Press, Cambridge, Massachusetts, 2025).<\/p>\n

Clapp, J. Explaining Growing Glyphosate Use: The Political Economy of Herbicide-Dependent Agriculture. Glob. Environ. Change 67, 1\u201311 (2021).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Pesticides in a Changing Environment: Impact, Assessment, and Remediation. (Elsevier, Oxford, 2023).<\/p>\n

Fan, X. et al. Effects of substituting synthetic nitrogen with organic amendments on crop yield, net greenhouse gas emissions and carbon footprint: A global meta-analysis. Field Crops Res 301, 378\u20134290 (2023).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Menegat, S., Ledo, A. & Tirado, R. Greenhouse gas emissions from global production and use of nitrogen synthetic fertilisers in agriculture. Nautre: Scientific Reports 12, 14490 (2022).<\/p>\n

IPCC. Summary for Policymakers. in Climate Change 2023: Synthesis Report. Contribution of Working Groups I, II and III to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (eds Core Writing Team, Lee, H. & Romero, J.) 1\u201334 https:\/\/doi.org\/10.59327\/IPCC\/AR6-9789291691647.001<\/a> (Geneva, 2023).<\/p>\n

Loures, L. et al. Assessing the effectiveness of precision agriculture management systems in mediterranean small farms. Sustainability 12, 3765 (2020).<\/p>\n

ISPA. Precision Ag Definition. International Society of Precision Agriculture (ISPA, 2024).<\/p>\n

McBratney, A., Whelan, B., Ancev, T. & Bouma, J. Future directions of precision agriculture. Precis Agric 6, 7\u201323 (2005).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Aubert, B. A., Schroeder, A. & Grimaudo, J. IT as enabler of sustainable farming: an empirical analysis of farmers\u2019 adoption decision of precision agriculture technology. Decis. Support Syst. 54, 510\u2013520 (2012).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

The Climate Corporation. John Deere and The Climate Corporation Expand Precision and Digital Agriculture Options for Farmers. Climate Fieldview https:\/\/climate.com\/newsroom\/john-deere-climate-corp-expand-precision-digital-ag-options\/15<\/a> (2015).<\/p>\n

Trimble. Top 3 Ways Farmers Win with Precision Ag Software. Trimble: Agriculture https:\/\/agriculture.trimble.com\/blog\/top-3-ways-farmers-win-with-farm-software\/<\/a> (Trimble, 2018).<\/p>\n

Echelon. Precision Farming Improves Input Use. Nutrien Ag Solutions https:\/\/echelonag.ca\/what-we-do\/<\/a>.<\/p>\n

Blue River Technology. See & Spray – Blue River Technology\u2019s precision weed control machine [YouTube]. https:\/\/www.youtube.com\/watch?v=-YCa8RntsRE<\/a> (2017).<\/p>\n

FCC. Precision agriculture can improve resource use and your bottom line. Farm Credit Canada https:\/\/www.fcc-fac.ca\/en\/knowledge\/precision-agriculture-improve-bottom-line<\/a>.<\/p>\n

Ulimwengu, J. M. & Kibonge, A. Climate-smart agriculture practices based on precision agriculture: the case of maize in western Congo. in A thriving agricultural sector in a changing climate: Meeting Malabo Declaration goals through climate-smart agriculture (eds De Pinto, A. & Ulimwengu, M.) 86\u2013102 https:\/\/doi.org\/10.2499\/9780896292949_07<\/a> (International Food Policy Research Institute, Washington, D.C., 2017).<\/p>\n

Bongiovanni, R. & Lowenberg-DeBoer, J. Precision agriculture and sustainability. Precis. Agric. 5, 359\u2013387 (2004).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Lindblom, J., Lundstr\u00f6m, C., Ljung, M. & Jonsson, A. Promoting sustainable intensification in precision agriculture: review of decision support systems development and strategies. Precis. Agric. 18, 309\u2013311 (2017).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Plant, R. E., Stuart Pettygrove, G. & Reinert, W. R. Precision agriculture can increase profits and limit environmental impacts. Calif. Agric. 54, 66\u201371 (2000).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Brown, R. M., Dillon, C. R., Schieffer, J. & Shockley, J. M. The carbon footprint and economic impact of precision agriculture technology on a corn and soybean farm. J. Environ. Econ. Policy 5, 335\u2013348 (2016).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Balaine, L., Dillon, E. J., L\u00e4pple, D. & Lynch, J. Can technology help achieve sustainable intensification? Evidence from milk recording on Irish dairy farms. https:\/\/doi.org\/10.1016\/j.landusepol.2019.104437<\/a>. (2020)<\/p>\n

Green, A. G. et al. A scoping review of the digital agricultural revolution and ecosystem services: implications for Canadian policy and research agendas. Facets 6, 1955\u20131985 (2021).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Mulla, D. & Khosla, R. Historical Evolution and Recent Advances in Precision Farming. in Soil-Specific Farming: Precision Agriculture (eds. R. Lal & B. A. Stewart) 1\u201336 (CRC Press, 2016).<\/p>\n

IPES-FOOD. From Uniformity to Diversity: A Paradigm Shift from Industrial Agriculture to Diversified Agroecological Systems. www.ipes-food.org<\/a> (2016).<\/p>\n

Oteros-Rozas, E., Ravera, F. & Garc\u00eda-Llorente, M. How does agroecology contribute to the transitions towards social-ecological sustainability? Sustainability 11, 4372 (2019).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Vigani, M., Fellmann, T., Capkovicova, A. P. & Ferrari, E. Harvesting resilience: adapting the EU agricultural system to global challenges. npj Sustainable Agriculture 2, 21 https:\/\/doi.org\/10.1038\/s44264-024-00028-y<\/a> (2024).<\/p>\n

Mazzafera, P., Favarin, J. L. & Andrade, S. A. L. de. Editorial: intercropping systems in sustainable agriculture. Front. Sustain. Food Syst. 5, 1\u20133 (2021).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Pavageau, C., Pondini, S. & Geck, M. Money Flows: What Is Holding Back Investment in Agroecological Research for Africa? www.biovision.chwww.ipes-food.org<\/a> (2020).<\/p>\n

Gonz\u00e1lez Perea, R. et al. Modelling impacts of precision irrigation on crop yield and in-field water management. Precis. Agric. 19, 497\u2013512 https:\/\/doi.org\/10.1007\/s11119-017-9535-4<\/a> (2018).<\/p>\n

El Chami, D., Knox, J. W., Daccache, A., Keith Weatherhead, E. & Chami, E. D. Assessing the financial and environmental impacts of precision irrigation in a humid climate. Horticult. Sci. 1, 43\u201352 (2019).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Bacenetti, J. et al. May smart technologies reduce the environmental impact of nitrogen fertilization? A case study for paddy rice. Sci. Total Environ. 715, 136956 (2020).<\/p>\n

Article<\/a>\u00a0
\n CAS<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Schumann, A. W. et al. Variable rate granular fertilization of citrus groves: spreader performance with single-tree prescription zones. Appl Eng. Agric 22, 19\u201324 (2006).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Scharf, P. C. et al. Sensor-based nitrogen applications out-performed producer-chosen rates for corn in on-farm demonstrations. Agron. J. 103, 1683\u20131691 (2011).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Harmel, R. D., Kenimer, A. L., Searcy, S. W. & Torbert, H. A. Runoff water quality impact of variable rate sidedress nitrogen application. Precis Agric 5, 247\u2013261 (2004).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Cola\u00e7o, A. F., Pagliuca, L. G., Romanelli, T. L. & Molin, J. P. Economic viability, energy and nutrient balances of site-specific fertilisation for citrus. Biosyst. Eng. 200, 138\u2013156 (2020).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Chen, L. & Zhu, H. Evaluation of Laser-Guided Intelligent Sprayer to Control Insects and Diseases in Ornamental Nurseries and Fruit Farms. in ASTM Special Technical Publication (ed. Elsik, C. M.) vol. S. T. P. 1627 1\u201310 (ASTM International, 2020).<\/p>\n

Solanelles, F. et al. An electronic control system for pesticide application proportional to the canopy width of tree crops. Biosyst. Eng. 95, 473\u2013481 (2006).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Molt\u00f3, E., Mart\u00edn, B. & Guti\u00e9rrez, A. Pesticide loss reduction by automatic adaptation of spraying on globular trees. J. Agric. Eng. Res. 78, 35\u201341 (2001).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Bazame, H. C., Pinto, F. A. C., Queiroz, D. S., de Queiroz, D. M. & Althoff, D. Spectral sensors prove beneficial in determining nitrogen fertilizer needs of Urochloa brizantha cv. Xara\u00e9s grass in Brazil. Tropical Grassl.-Forrajes Tropicales 8, 60\u201371 (2020).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Cao, Q. et al. Improving nitrogen use efficiency with minimal environmental risks using an active canopy sensor in a wheat-maize cropping system. Field Crops Res. 214, 365\u2013372 (2017).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Bausch, W. C. & Delgado, J. A. Ground-Based Sensing of Plant Nitrogen Status in Irrigated Corn to Improve Nitrogen Management. Digital Imaging Spectr. Tech.: Appl. Precis. Agricult. Crop Physiol. 66, 151\u2013163 (2004).<\/p>\n


\n Google Scholar<\/a>\u00a0\n <\/p>\n

Godwin, R. J., Wood, G. A., Taylor, J. C., Knight, S. M. & Welsh, J. P. Precision farming of cereal crops: a review of a six year experiment to develop management guidelines. Biosyst. Eng. 84, 375\u2013391 (2003).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Borsato, E., Galindo, A., Tarolli, P., Sartori, L. & Marinello, F. Evaluation of the grey water footprint comparing the indirect effects of different agricultural practices. Sustainability 2018 10, 3992 (2018).<\/p>\n

CAS<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Diacono, M. et al. A combined approach of geostatistics and geographical clustering for delineating homogeneous zones in a durum wheat field in organic farming. NJAS: Wagening. J. Life Sci. 1, 47\u201357 (2013).<\/p>\n


\n Google Scholar<\/a>\u00a0\n <\/p>\n

Du, Q., Chang, N. B., Yang, C. & Srilakshmi, K. R. Combination of multispectral remote sensing, variable rate technology and environmental modeling for citrus pest management. J. Environ. Manag. 86, 14\u201326 (2008).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Nicol, L. A. & Nicol, C. J. Adoption of precision agriculture to reduce inputs, enhance sustainabiltiy and increase food production: A study of Southern Alberta, Canada. WIT Trans. Ecol. Environ. 217, 327\u2013336 (2018).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Lassoued, R., Macall, D. M., Smyth, S. J., Phillips, P. W. B. & Hesseln, H. Expert insights on the impacts of, and potential for, agricultural big data. Sustainability 13, 1\u201318 (2021).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Schimmelpfennig, D. Farm Profits and Adoption of Precision Agriculture. [Economic Research Report: #217]. www.ers.usda.gov\/publications\/err-economic-research-report\/err217<\/a> (2016).<\/p>\n

Schimmelpfennig, D. Crop production costs, profits, and ecosystem stewardship with precision agriculture. J. Agric. Appl. Econ. 50, 81\u2013103 (2018).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Balafoutis, A. et al. Precision agriculture technologies positively contributing to ghg emissions mitigation, farm productivity and economics. Sustainability 9, 1339 (2017).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Sariga, A., Jaiganesh, S., Vengattaraman, T. & Sujatha, P. An implementation of embedded web server in farming sector. In Proc. International Conference on Communication and Electronics Systems, ICCES 2016, Coimbatore, India. https:\/\/doi.org\/10.1109\/CESYS.2016.7889866<\/a> (Institute of Electrical and Electronics Engineers, 2016).<\/p>\n

Yinyan, S., Zhichao, H., Xiaochan, W., Odhiambo, M. O. & Weimin, D. Motion analysis and system response of fertilizer feed apparatus for paddy Variable-Rate fertilizer spreader. Comput Electron Agric 153, 239\u2013247 (2018).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

P\u00e4tzold, S., Ostermann, M., Heggemann, T. & Wehrle, R. Impact of potassium fertilisation on mobile proximal gamma-ray spectrometry: case study on a long-term field trial. Precis Agric 25, 532\u2013542 (2024).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Jacquin, E. et al. Does fertilizer type drive soil and litter macroinvertebrate communities in a sugarcane agroecosystem? Evidence from a 10-year field trial. https:\/\/doi.org\/10.1016\/j.agee.2024.109431<\/a>(2024).<\/p>\n

Rodale Institute. Farming Systems Trial: 40-Year Report. (2021).<\/p>\n

Nyamekye, A. B., Klerkx, L. & Dewulf, A. Responsibly Designing Digital Agriculture Services Under Uncertainty in the Global South: The case of Esoko-Ghana. In The Politics of Knowledge in Inclusive Development and Innovation (eds Ludwig, D., Boogaard, B., Macnaghten, P.) London, UK, 214\u2013226 https:\/\/doi.org\/10.4324\/9781003112525-13<\/a> (Routledge, 2021).<\/p>\n

Rezaei-Moghaddam, K. & Salehi, S. Agricultural specialists\u2019 intention toward precision agriculture technologies: integrating innovation characteristics to technology acceptance model. Afr. J. Agric Res 5, 1191\u20131199 (2010).<\/p>\n


\n Google Scholar<\/a>\u00a0\n <\/p>\n

Abdulai, A. R. A new green revolution (GR) or neoliberal entrenchment in agri-food systems? Exploring narratives around digital agriculture (DA), food systems, and development in Sub-Sahara Africa. J. Dev. Stud. 58, 1588\u20131604 (2022).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Bureau Veritas. Precision Farming in Africa. Bureau Veritas: Africa https:\/\/www.bureauveritas.africa\/magazine\/precision-farming-africa<\/a> (2021).<\/p>\n

AUDA. Bolstering Africa\u2019s Precision Agriculture On Smallholder Farming | AUDA-NEPAD. African Union Development Agency https:\/\/www.nepad.org\/blog\/bolstering-africas-precision-agriculture-smallholder-farming<\/a> (2021).<\/p>\n

Lowder, S. K., S\u00e1nchez, M. V. & Bertini, R. Which farms feed the world and has farmland become more concentrated? World Dev. 142, 1\u201315 (2021).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Norboo, J. & Tsewang Dolma, M. Relationship between farm size and productivity. IOSR J. Humanities Soc. Sci. 28, 25 (2023).<\/p>\n


\n Google Scholar<\/a>\u00a0\n <\/p>\n

Ricciardi, V., Mehrabi, Z., Wittman, H., James, D. & Ramankutty, N. Higher yields and more biodiversity on smaller farms. Nat. Sustain 4, 651\u2013657 (2021).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Ritchie, H. Smallholders produce one-third of the world\u2019s food, less than half of what many headlines claim. Our World in Data https:\/\/ourworldindata.org\/smallholder-food-production<\/a> (2021).<\/p>\n

Bless, A., Davila, F. & Plant, R. A genealogy of sustainable agriculture narratives: implications for the transformative potential of regenerative agriculture. Agric Hum. Values 40, 1379\u20131397 (2023).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Pretty, J. Agricultural sustainability: concepts, principles and evidence. Philos. Trans. R. Soc. 363, 447\u2013465 (2008).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Garnett, T. Sustainability Problems, Perspectives and Solutions. Conference on \u2018Future food and health\u2019 [Symposium I: Sustainability and food security]. Proc. Nutr. Soc. 73, 29\u201339 (2013).<\/p>\n

Purvis, B., Mao, Y. & Robinson, D. Three pillars of sustainability: in search of conceptual origins. Sustain Sci. 14, 681\u2013695 (2019).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

USDA. Sustainable Agriculture. U.S. Department of Agriculture https:\/\/www.nal.usda.gov\/farms-and-agricultural-production-systems\/sustainable-agriculture<\/a> (2024).<\/p>\n

ECO Canada. What is sustainable agriculture? ECO Canada https:\/\/eco.ca\/blog\/what-is-sustainable-agriculture\/<\/a> (ECO, 2024).<\/p>\n

Salliou, N., Muradian, R. & Barnaud, C. Governance of ecosystem services in agroecology: when coordination is needed but difficult to achieve. Sustainability 11, 1158 (2019).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Maas, B., Fabian, Y., Kross, S. M. & Richter, A. Divergent farmer and scientist perceptions of agricultural biodiversity, ecosystem services and decision-making. Biol. Conserv 256, 109065 (2021).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Lajoie-O\u2019Malley, A., Bronson, K., van der Burg, S. & Klerkx, L. The future(s) of digital agriculture and sustainable food systems: An analysis of high-level policy documents. Ecosyst. Serv. 45, 1\u201312 (2020).<\/p>\n


\n Google Scholar<\/a>\u00a0\n <\/p>\n

FAO. World Livestock: Transforming the Livestock Sector through the Sustainable Development Goals. http:\/\/www.fao.org\/3\/CA1201EN\/ca1201en.pdf<\/a> (2018).<\/p>\n

Ny\u00e9l\u00e9ni. The Digitalization of food. Ny\u00e9l\u00e9ni Newsletter – No 37 6 (2019).<\/p>\n

Dicks, L. V. et al. What agricultural practices are most likely to deliver \u201csustainable intensification\u201d in the UK? Food Energy Secur 8, e00148 (2019).<\/p>\n

Pircher, T. et al. Farmer-centered and structural perspectives on innovation and scaling: a study on sustainable agriculture and nutrition in East Africa. J. Agric. Educ. Ext. 30, 137\u2013158 (2024).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Bramley, R. G. V., Song, X., Cola\u00e7o, A. F., Evans, K. J. & Cook, S. E. Did someone say \u201cfarmer-centric\u201d? Digital tools for spatially distributed on-farm experimentation. Agron. Sustain Dev. 42, 1\u201311 (2022).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Fairbairn, M. et al. Digital agriculture will perpetuate injustice unless led from the grassroots. Nat. Food 6, 312\u2013315 (2025).<\/p>\n

Brignardello-Petersen, R., Santesso, N. & Guyatt, G. H. Systematic reviews of the literature: an introduction to current methods. Am. J. Epidemiol. 194, 536\u2013542 (2024).<\/p>\n

Haddaway, N. R., Macura, B., Whaley, P. & Pullin, A. S. ROSES Reporting standards for Systematic Evidence Syntheses: Pro forma, flow-diagram and descriptive summary of the plan and conduct of environmental systematic reviews and systematic maps. Environ. Evid. 7, 4\u201311 (2018).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

ROSES. ROSES: RepOrting standards for Systematic Evidence Syntheses in environmental research. https:\/\/www.roses-reporting.com<\/a> (2017).<\/p>\n

Xu, Y., Gao, Z., Khot, L., Meng, X. & Zhang, Q. A real-time weed mapping and precision herbicide spraying system for row crops. Sensors 18, 4245 (2018).<\/p>\n

Rocha, F. C. et al. Weed mapping using techniques of precision agriculture. Planta Daninha 33, 157\u2013164 (2015).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Vullaganti, N. Precision agriculture technologies for soil site-specific nutrient management: a comprehensive review. Artif. Intell. Agriculture 15, 147\u2013161 (2025).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Bullock, D. S., Mieno, T. & Hwang, J. The value of conducting on-farm field trials using precision agriculture technology: a theory and simulations. Precis Agric 21, 1027\u20131044 (2020).<\/p>\n

Sichinga-Ligowe, I. et al. An introduction to conducting responsible and reproducible agricultural research. CAB Reviews. 19, https:\/\/doi.org\/10.1079\/cabireviews.2024.0058<\/a> (2024).<\/p>\n

Cerf, M., Jeuffroy, M. H., Prost, L. & Meynard, J. M. Participatory design of agricultural decision support tools: taking account of the use situations. Agron. Sustain Dev. 32, 899\u2013910 (2012).<\/p>\n

Article<\/a>\u00a0
\n
\n Google Scholar<\/a>\u00a0\n <\/p>\n

Asopa, V. N. & Beye, G. Management of Agricultural Research: A Training Manual. [Module 2, Research Planning]. https:\/\/www.fao.org\/4\/w7502e\/w7502e00.htm#Contents<\/a> (1997).<\/p>\n

Avila, M. Strategies for farming systems research. Food and Agriculture Organization: Open Knowledge https:\/\/openknowledge.fao.org\/server\/api\/core\/bitstreams\/499edead-e9ee-4234-bac0-8e4b161d0ee4\/content\/x5548e0n.htm<\/a>.<\/p>\n

Nielsen, S. S. et al. Guidance on good practice in conducting scientific assessments in animal health using modelling. EFSA J. 20, e07346 (2022).<\/p>\n


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