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2025	2025 IEEE International Conference on eScience (eScience) Andrei Bachinin, Rupasree Dey, Paahuni Khandelwal, Sam Leuthold, M. Francesca Cotrufo, Shrideep Pallickara, Sangmi Lee Pallickara
2025	A partitioned conditioned Latin hypercube sampling method considering spatial heterogeneity in digital soil mapping Scientific Reports Biao Huang, Guijian Yang, Jiancong Lei, Xiaomi Wang
2025	Reporting forage nutritive value using near‐infrared reflectance spectroscopy Crop Science Miguel S. Castillo, Thomas C. Griggs, Matthew F. Digman, João M. B. Vendramini, Jose C. B. Dubeux, Carlos G. S. Pedreira
2024	A critical systematic review on spectral-based soil nutrient prediction using machine learning Environmental Monitoring and Assessment Shagun Jain, Divyashikha Sethia, Kailash Chandra Tiwari
2024	Evaluating the extrapolation potential of random forest digital soil mapping Geoderma Fatemeh Hateffard, Luc Steinbuch, Gerard B.M. Heuvelink
2024	Effect of training sample size, sampling design and prediction model on soil mapping with proximal sensing data for precision liming Precision Agriculture Jonas Schmidinger, Ingmar Schröter, Eric Bönecke, Robin Gebbers, Joerg Ruehlmann, Eckart Kramer, Vera L. Mulder, Gerard B. M. Heuvelink, Sebastian Vogel
2024	Applicability of calibrated diffuse reflectance spectroscopy models across spatial and temporal boundaries Geoderma Naveen K. Purushothaman, Kaushal K. Garg, A. Venkataradha, K.H. Anantha, Ramesh Singh, M.L. Jat, Bhabani S. Das
2024	Soil sampling design matters - Enhancing the efficiency of digital soil mapping at the field scale Geoderma Regional Daniel Žížala, Tomáš Princ, Jan Skála, Anna Juřicová, Vojtěch Lukas, Roman Bohovic, Tereza Zádorová, Robert Minařík
2024	Sample Size Optimization for Digital Soil Mapping: An Empirical Example Land Daniel D. Saurette, Richard J. Heck, Adam W. Gillespie, Aaron A. Berg, Asim Biswas
2024	Using mid-infrared spectroscopy as a tool to monitor responses of acidic soil properties to liming: case study from a dryland agricultural soil trial site in South Australia Precision Agriculture Ruby Hume, Petra Marschner, Sean Mason, Rhiannon K. Schilling, Luke M. Mosley
2023	Diffuse reflectance spectroscopy (DRS) for rapid soil testing and soil quality assessment in smallholder farms European Journal of Soil Science Israr Majeed, Kaushal K. Garg, A. Venkataradha, Naveen K. Purushothaman, Sourav Roy, Nagarjuna N. Reddy, Ramesh Singh, K. H. Anantha, Sreenath Dixit, Bhabani S. Das
2023	Within and among farm variability of coffee quality of smallholders in southwest Ethiopia Agroforestry Systems Merkebu Getachew, Pascal Boeckx, Kris Verheyen, Kassaye Tolassa, Ayco J. M. Tack, Kristoffer Hylander, Stijn Luca, Beyene Zewdie, Pieter De Frenne
2023	Measurement of lime movement and dissolution in acidic soils using mid-infrared spectroscopy Soil and Tillage Research Ruby Hume, Petra Marschner, Sean Mason, Rhiannon K. Schilling, Brian Hughes, Luke M. Mosley
2023	Evaluation of Airborne HySpex and Spaceborne PRISMA Hyperspectral Remote Sensing Data for Soil Organic Matter and Carbonates Estimation Remote Sensing Theodora Angelopoulou, Sabine Chabrillat, Stefano Pignatti, Robert Milewski, Konstantinos Karyotis, Maximilian Brell, Thomas Ruhtz, Dionysis Bochtis, George Zalidis
2023	Soil texture prediction with automated deep convolutional neural networks and population-based learning Geoderma Osayande Pascal Omondiagbe, Linda Lilburne, Sherlock A. Licorish, Stephen G. MacDonell
2023	Digital mapping to extrapolate the selected soil fertility attributes in calcareous soils of a semiarid region in Iran Journal of Soils and Sediments Pegah Khosravani, Majid Baghernejad, Ali Akbar Moosavi, Seyed Rashid FallahShamsi
2023	Pedotransfer functions for predicting bulk density of coastal soils in East China Pedosphere Guanghui ZHENG, Caixia JIAO, Xianli XIE, Xuefeng CUI, Gang SHANG, Chengyi ZHAO, Rong ZENG
2023	Transferability of a large mid‐infrared soil spectral library between two Fourier‐transform infrared spectrometers Soil Science Society of America Journal Jonathan Sanderman, Asa Gholizadeh, Zampela Pittaki‐Chrysodonta, Jingyi Huang, José Lucas Safanelli, Richard Ferguson
2022	Calibration Spiking of MIR-DRIFTS Soil Spectra for Carbon Predictions Using PLSR Extensions and Log-Ratio Transformations Agriculture Wiktor R. Żelazny , Tomáš Šimon
2022	Detection of agriculturally relevant lime concentrations in soil using mid-infrared spectroscopy Geoderma Ruby Hume, Petra Marschner, Rhiannon K. Schilling, Sean Mason, Luke M. Mosley
2022	Using Mid-Infrared Spectroscopy to Optimize Throughput and Costs of Soil Organic Carbon and Nitrogen Estimates: An Assessment in Grassland Soils Environments Paulina B. Ramírez, Samantha Mosier, Francisco Calderón, M. Francesca Cotrufo
2022	Unravelling drivers of field-scale digital mapping of topsoil organic carbon and its implications for nitrogen practices Computers and Electronics in Agriculture Jie Wang, Dongxue Zhao, Ehsan Zare, Michael Sefton, John Triantafilis
2022	A new alternative tool to analyse glycosylation in pharmaceutical proteins based on infrared spectroscopy combined with nonlinear support vector regression The Analyst Sabrina Hamla, Pierre-Yves Sacré, Allison Derenne, Kheiro-Mouna Derfoufi, Ben Cowper, Claire I. Butré, Arnaud Delobel, Erik Goormaghtigh, Philippe Hubert, Eric Ziemons
2022	Sequential data-fusion of near-infrared and mid-infrared spectroscopy data for improved prediction of quality traits in tuber flours Infrared Physics & Technology Lalit Mohan Kandpal, Abdul M. Mouazen, Rudiati Evi Masithoh, Puneet Mishra, Santosh Lohumi, Byoung-Kwan Cho, Hoonsoo Lee
2022	To spike or to localize? Strategies to improve the prediction of local soil properties using regional spectral library Geoderma Wartini Ng, Budiman Minasny, Edward Jones, Alex McBratney
2022	Soil organic carbon (SOC) prediction in Australian sugarcane fields using Vis–NIR spectroscopy with different model setting approaches Geoderma Regional Xueyu Zhao, Dongxue Zhao, Jie Wang, John Triantafilis
2022	VLA-SMILES: Variable-Length-Array SMILES Descriptors in Neural Network-Based QSAR Modeling Machine Learning and Knowledge Extraction Antonina L. Nazarova, Aiichiro Nakano
2022	Peatlands spectral data influence in global spectral modelling of soil organic carbon and total nitrogen using visible-near-infrared spectroscopy Journal of Environmental Management Wanderson de Sousa Mendes, Michael Sommer, Sylvia Koszinski, Marc Wehrhan
2022	Quantification of soil organic carbon at regional scale: Benefits of fusing vis-NIR and MIR diffuse reflectance data are greater for in situ than for laboratory-based modelling approaches Geoderma Michael Vohland, Bernard Ludwig, Michael Seidel, Christopher Hutengs
2022	Quantitative estimation of soil properties using hybrid features and RNN variants Chemosphere Simranjit Singh, Singara Singh Kasana
2021	Evaluating validation strategies on the performance of soil property prediction from regional to continental spectral data Geoderma Songchao Chen, Hanyi Xu, Dongyun Xu, Wenjun Ji, Shuo Li, Meihua Yang, Bifeng Hu, Yin Zhou, Nan Wang, Dominique Arrouays, Zhou Shi
2021	Assessing the effectiveness of ground truth data to capture landscape variability from an agricultural region using Gaussian simulation and geostatistical techniques Heliyon Eric Ariel L. Salas, Sakthi Kumaran Subburayalu, Brian Slater, Rucha Dave, Parshva Parekh, Kaiguang Zhao, Bimal Bhattacharya
2021	Selecting optimal calibration samples using proximal sensing EM induction and γ-ray spectrometry data: An application to managing lime and magnesium in sugarcane growing soil Journal of Environmental Management Jie Wang, Xueyu Zhao, Dongxue Zhao, John Triantafilis
2021	Soil exchangeable cations estimation using Vis-NIR spectroscopy in different depths: Effects of multiple calibration models and spiking Computers and Electronics in Agriculture Dongxue Zhao, Maryem Arshad, Jie Wang, John Triantafilis
2020	The influence of training sample size on the accuracy of deep learning models for the prediction of soil properties with near-infrared spectroscopy data SOIL Wartini Ng, Budiman Minasny, Wanderson de Sousa Mendes, José Alexandre Melo Demattê
2020	Predicting forage quality of species-rich pasture grasslands using vis-NIRS to reveal effects of management intensity and climate change Agriculture, Ecosystems & Environment Bernd J. Berauer, Peter A. Wilfahrt, Björn Reu, Max A. Schuchardt, Noelia Garcia-Franco, Marcus Zistl-Schlingmann, Michael Dannenmann, Ralf Kiese, Anna Kühnel, Anke Jentsch
2019	Evaluating a low‐cost portableNIRspectrometer for the prediction of soil organic and total carbon using different calibration models Soil Use and Management Amin Sharififar, Kanika Singh, Edward Jones, Frisa Irawan Ginting, Budiman Minasny
2019	Accurate and Precise Prediction of Soil Properties from a Large Mid-Infrared Spectral Library Soil Systems Shree R. S. Dangal, Jonathan Sanderman, Skye Wills, Leonardo Ramirez-Lopez
2019	Sampling design optimization for soil mapping with random forest Geoderma Alexandre M.J-C. Wadoux, Dick J. Brus, Gerard B.M. Heuvelink
2019	Application of Mid‐Infrared Spectroscopy in Soil Survey Soil Science Society of America Journal Cathy A. Seybold, Rich Ferguson, Doug Wysocki, Scarlett Bailey, Joe Anderson, Brian Nester, Phil Schoeneberger, Skye Wills, Zamir Libohova, Dave Hoover, Pam Thomas