Soil sensing: A new paradigm for agriculture

IOP Conference Series: Earth and Environmental Science

Hermansah, H., Sandi, N., & Naspendra, Z. (2020) · IOP Conference Series Earth and Environmental Science · doi:10.1088/issn.1755-1315 · Cited by 12,775

The Tacit Dimension

Polanyi, M. (1997) · Elsevier eBooks · doi:10.1016/b978-0-7506-9718-7.50010-x · Cited by 12,410

Food Security: The Challenge of Feeding 9 Billion People

Godfray, H. C. J., Beddington, J. R., Crute, I. R., Haddad, L., Lawrence, D., Muir, J. F., Pretty, J., Robinson, S., Thomas, S. M., & Toulmin, C. (2010) · Science · doi:10.1126/science.1185383 · Cited by 11,943

Precision Agriculture and Food Security

Gebbers, R., & Adamchuk, V. I. (2010) · Science · doi:10.1126/science.1183899 · Cited by 1,750

A global spectral library to characterize the world's soil

Rossel, R. A. V., Behrens, T., Ben‐Dor, E., Brown, D. J., Demattê, J. A. M., Shepherd, K. D., Shi, Z., Stenberg, B., Stevens, A., Adamchuk, V. I., et al. (2016) · Earth-Science Reviews · doi:10.1016/j.earscirev.2016.01.012 · Cited by 882

On-the-go soil sensors for precision agriculture

Adamchuk, V. I., Hummel, J. W., Morgan, M. T., & Upadhyaya, S. K. (2004) · Computers and Electronics in Agriculture · doi:10.1016/j.compag.2004.03.002 · Cited by 848

Radically Rethinking Agriculture for the 21st Century

Fedoroff, N. V., Battisti, D. S., Beachy, R. N., Cooper, P. J. M., Fischhoff, D. A., Hodges, C. N., Knauf, V. C., Lobell, D. B., Mazur, B. J., Molden, D. J., et al. (2010) · Science · doi:10.1126/science.1186834 · Cited by 831

Digital Soil Map of the World

Sanchez, P. A., Ahamed, S., Carré, F., Hartemink, A. E., Hempel, J. W., Huising, J., Lagacherie, P., McBratney, A. B., McKenzie, N. J., Mendonça-Santos, M. D. L., et al. (2009) · Science · doi:10.1126/science.1175084 · Cited by 652

Soil Spectroscopy: An Alternative to Wet Chemistry for Soil Monitoring

Nocita, M., Stevens, A., van Wesemael, B., Aitkenhead, M. J., Bachmann, M., Barthès, B., Dor, E. B., Brown, D. J., Clairotte, M., Csorba, Á., et al. (2015) · Advances in agronomy · doi:10.1016/bs.agron.2015.02.002 · Cited by 520

Proximal Soil Sensing: An Effective Approach for Soil Measurements in Space and Time

Rossel, R. A. V., Adamchuk, V. I., Sudduth, K. A., McKenzie, N. J., & Lobsey, C. R. (2011) · Advances in agronomy · doi:10.1016/b978-0-12-386473-4.00005-1 · Cited by 368

Removing the effect of soil moisture from NIR diffuse reflectance spectra for the prediction of soil organic carbon

Minasny, B., McBratney, A. B., Maurel, V. B., Roger, J., Gobrecht, A., Ferrand, L., & Joalland, S. (2011) · Geoderma · doi:10.1016/j.geoderma.2011.09.008 · Cited by 342

Baseline map of organic carbon in Australian soil to support national carbon accounting and monitoring under climate change

Rossel, R. A. V., Webster, R., Bui, E. N., & Baldock, J. (2014) · Global Change Biology · doi:10.1111/gcb.12569 · Cited by 317

Potential of integrated field spectroscopy and spatial analysis for enhanced assessment of soil contamination: A prospective review

Horta, A., Malone, B., Stockmann, U., Minasny, B., Bishop, T. F. A., McBratney, A. B., Pallasser, R., & Pozza, L. E. (2014) · Geoderma · doi:10.1016/j.geoderma.2014.11.024 · Cited by 306

The Australian three-dimensional soil grid: Australia’s contribution to the GlobalSoilMap project

Rossel, R. A. V., Chen, C. R., Grundy, M., Searle, R. D., Clifford, D. J., & Campbell, P. H. (2015) · Soil Research · doi:10.1071/sr14366 · Cited by 266

Soil and Landscape Grid of Australia

Grundy, M., Rossel, R. A. V., Searle, R. D., Wilson, P. L., Chen, C. R., & Gregory, L. (2015) · Soil Research · doi:10.1071/sr15191 · Cited by 236

Tripling crop yields in tropical Africa

Sánchez, P. (2010) · Nature Geoscience · doi:10.1038/ngeo853 · Cited by 234

Mapping of soil properties and land degradation risk in Africa using MODIS reflectance

Vågen, T., Winowiecki, L. A., Tondoh, J. E., Tamene, L. D., & Gumbricht, T. (2015) · Geoderma · doi:10.1016/j.geoderma.2015.06.023 · Cited by 228

Accounting for the effects of water and the environment on proximally sensed vis– NIR soil spectra and their calibrations

Ji, W., Rossel, R. A. V., & Shi, Z. (2015) · European Journal of Soil Science · doi:10.1111/ejss.12239 · Cited by 194

The potential of microdialysis to monitor organic and inorganic nitrogen compounds in soil

Inselsbacher, E., Öhlund, J., Jämtgård, S., Huss‐Danell, K., & Näsholm, T. (2011) · Soil Biology and Biochemistry · doi:10.1016/j.soilbio.2011.03.003 · Cited by 142

Loss of low molecular weight dissolved organic carbon (DOC) and nitrogen (DON) in H2O and 0.5 M K2SO4 soil extracts

Rousk, J., & Jones, D. L. (2010) · Soil Biology and Biochemistry · doi:10.1016/j.soilbio.2010.08.017 · Cited by 141

Baseline estimates of soil organic carbon by proximal sensing: Comparing design-based, model-assisted and model-based inference

Rossel, R. A. V., Brus, D. J., Lobsey, C. R., Shi, Z., & McLachlan, G. (2015) · Geoderma · doi:10.1016/j.geoderma.2015.11.016 · Cited by 97

Analysis and behavior of soluble organic nitrogen in forest soils

Chen, C. R., & Xu, Z. H. (2008) · Journal of Soils and Sediments · doi:10.1007/s11368-008-0044-y · Cited by 93

A new detailed map of total phosphorus stocks in Australian soil

Rossel, R. A. V., & Bui, E. N. (2015) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2015.09.119 · Cited by 82

Mid-Infrared and Total X-Ray Fluorescence Spectroscopy Complementarity for Assessment of Soil Properties

Towett, E. K., Shepherd, K. D., Sila, A., Aynekulu, E., & Cadisch, G. (2015) · Soil Science Society of America Journal · doi:10.2136/sssaj2014.11.0458 · Cited by 79

Environmental sensor networks for vegetation, animal and soil sciences

Zerger, A., Rossel, R. A. V., Swain, D. L., Wark, T., Handcock, R. N., Doerr, V. A. J., Bishop-Hurley, G. J., Doerr, E. D., Gibbons, P., & Lobsey, C. R. (2010) · International Journal of Applied Earth Observation and Geoinformation · doi:10.1016/j.jag.2010.05.001 · Cited by 76

A Functional Approach to Soil Characterization in Support of Precision Agriculture

van Alphen, B. J., & Stoorvogel, J. J. (2000) · Soil Science Society of America Journal · doi:10.2136/sssaj2000.6451706x · Cited by 67

Sensing of soil bulk density for more accurate carbon accounting

Lobsey, C. R., & Rossel, R. A. V. (2016) · European Journal of Soil Science · doi:10.1111/ejss.12355 · Cited by 58

Effects of ecological soil management on workability and trafficability of a loamy soil in the Netherlands

Droogers, P., Fermont, A. M., & Bouma, J. (1996) · Geoderma · doi:10.1016/0016-7061(96)00053-5 · Cited by 57

Engaging Soil Science in Transdisciplinary Research Facing “Wicked” Problems in the Information Society

Bouma, J. (2015) · Soil Science Society of America Journal · doi:10.2136/sssaj2014.11.0470 · Cited by 46

Rapid, quantitative and spatial field measurements of soil pH using an Ion Sensitive Field Effect Transistor

Rossel, R. A. V., & Walter, C. A. (2003) · Geoderma · doi:10.1016/s0016-7061(03)00219-2 · Cited by 44

Managing Soil Variability at Different Spatial Scales as a Basis for Precision Agriculture

Stoorvogel, J. J., Kooistra, L., & Bouma, J. (2015) · Advances in soil science · doi:10.1201/b18759-3 · Cited by 39

Yield response to nutrient supply across a wide range of conditions

Reid, J. (2002) · Field Crops Research · doi:10.1016/s0378-4290(02)00088-6 · Cited by 35

A theory for fertilizer response

Greenwood, D. J., Wood, J. T., Cleaver, T. J., & Hunt, J. W. (1971) · The Journal of Agricultural Science · doi:10.1017/s0021859600064595 · Cited by 34

Making Better Fertiliser Decisions for Cropping Systems in Australia: an overview

Speirs, S. D., Reuter, D. J., Peverill, K. I., & Brennan, R. F. (2013) · Australian Journal of Agricultural Research · doi:10.1071/cp13034 · Cited by 28

The importance of validated ecological indicators for manure regulations in the Netherlands

Bouma, J. (2016) · Ecological Indicators · doi:10.1016/j.ecolind.2016.01.050 · Cited by 27

Proximal Soil Nutrient Sensing Using Electrochemical Sensors

Lobsey, C. R., Rossel, R. A. V., & McBratney, A. B. (2010) · Springer eBooks · doi:10.1007/978-90-481-8859-8_6 · Cited by 25

The rise of information science: a changing landscape for soil science

Roudier, P., Ritchie, A., Hedley, C. L., & Medyckyj-Scott, D. (2015) · IOP Conference Series Earth and Environmental Science · doi:10.1088/1755-1315/25/1/012023 · Cited by 12

Investing in soils

(2010) · Nature Geoscience · doi:10.1038/ngeo867 · Cited by 4

The concept and future prospects of soil health

Lehmann, J. C., Bossio, D., Kögel‐Knabner, I., & Rillig, M. C. (2020) · Nature Reviews Earth & Environment · doi:10.1038/s43017-020-0080-8 · Cited by 1,903

Persistence of soil organic carbon caused by functional complexity

Lehmann, J. C., Hansel, C. M., Kaiser, C., Kleber, M., Maher, K., Manzoni, S., Nunan, N., Reichstein, M., Schimel, J. P., Torn, M. S., et al. (2020) · Nature Geoscience · doi:10.1038/s41561-020-0612-3 · Cited by 1,034

Soil Sensors and Plant Wearables for Smart and Precision Agriculture

Yin, H., Cao, Y., Marelli, B., Zeng, X., Mason, A. J., & Cao, C. C. (2021) · Advanced Materials · doi:10.1002/adma.202007764 · Cited by 524

Application of Precision Agriculture Technologies for Sustainable Crop Production and Environmental Sustainability: A Systematic Review

Getahun, S., Kefale, H., & Gelaye, Y. (2024) · The Scientific World JOURNAL · doi:10.1155/2024/2126734 · Cited by 424

The future(s) of digital agriculture and sustainable food systems: an analysis of high-level policy documents

Lajoie-O'Malley, A., Bronson, K., van der Burg, S., & Klerkx, L. (2020) · Ecosystem Services · doi:10.1016/j.ecoser.2020.101183 · Cited by 390

Unrealized Potential of Sensor in Precision Agriculture

Das, A., Rakshit, A., & Parewa, H. P. (2011) · International Journal of Agriculture Environment and Biotechnology · Cited by 1

Global Development in Soil Science Research: Agriculture Sensors and Technologies

Zeitoun, R., Chaudhry, H., Vasava, H. B., & Biswas, A. (2021) · Springer eBooks · doi:10.1007/978-981-16-0917-6_29 · Cited by 1

Advanced Multi-functional Sensors for In-situ Soil Parameters for Sustainable Agriculture

Venkadesh, V., Kamat, V., Bhansali, S., & Jayachandran, K. (2023) · The Electrochemical Society Interface · doi:10.1149/2.f11234if · Cited by 5

Preface to the special section “Research frontiers on the use of sensing technologies and ICT for soil and fertilizer managements (Sensing-ICT)”

Nishida, M. (2020) · Soil Science & Plant Nutrition · doi:10.1080/00380768.2020.1861416

Efficient way to Sense the Soil Health based on the Policies and Guidelines to Prescribe Nutrients for better Yield

Narenthira Prasath, D., Jerath, H., & Singh, D. K. (2019) · Journal of Emerging Technologies and Innovative Research