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Ichsani Wheeler · SciRah

Researcher profile · Semantic Scholar

Ichsani Wheeler

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Ichsani Wheeler — researcher profile on SciRah

h-index: 13
Works: 28
Citations: 7,052

Most-cited papers

SoilGrids250m: Global gridded soil information based on machine learning
T. Hengl, Jorge Mendes de Jesus, G. Heuvelink, Maria Ruiperez-Gonzalez +15 more
2017PLoS ONE3,942 citations Open access
Semantic Scholar
The knowns, known unknowns and unknowns of sequestration of soil organic carbon
U. Stockmann, M. Adams, J. Crawford, Damien J. Field +20 more
20131,551 citations
Semantic Scholar
Digital mapping of soil carbon
B. Minasny, A. McBratney, B. Malone, Ichsani Wheeler
2013416 citations
Semantic Scholar
Soil nutrient maps of Sub-Saharan Africa: assessment of soil nutrient content at 250 m spatial resolution using machine learning
T. Hengl, J. Leenaars, K. Shepherd, M. Walsh +8 more
2017Nutrient Cycling in Agroecosystems274 citations Open access
Semantic Scholar
African soil properties and nutrients mapped at 30 m spatial resolution using two-scale ensemble machine learning
T. Hengl, Matthew Miller, J. Križan, K. Shepherd +20 more
2020Scientific Reports267 citations Open access
Semantic Scholar
Global mapping of potential natural vegetation: an assessment of machine learning algorithms for estimating land potential
T. Hengl, M. Walsh, J. Sanderman, Ichsani Wheeler +2 more
2018PeerJ171 citations Open access
Semantic Scholar
Farm-Scale Soil Carbon Auditing
J. D. de Gruijter, A. McBratney, B. Minasny, Ichsani Wheeler +2 more
2016107 citations
Semantic Scholar
Soils and climate change: potential impacts on carbon stocks and greenhouse gas emissions, and future research for Australian agriculture
Jeff Baldock, Ichsani Wheeler, Neil McKenzie, A. McBrateny
2012Crop and Pasture Science107 citations Open access
Semantic Scholar
Global rainfall erosivity database (GloREDa) and monthly R-factor data at 1 km spatial resolution
Panos Panagos, T. Hengl, Ichsani Wheeler, P. Marcinkowski +23 more
2023Data in Brief57 citations Open access
Semantic Scholar
A general method for downscaling earth resource information
B. Malone, A. McBratney, B. Minasny, Ichsani Wheeler
2012Computational Geosciences54 citations
Semantic Scholar
Annual 30-m maps of global grassland class and extent (2000–2022) based on spatiotemporal Machine Learning
L. Parente, Lindsey Sloat, Vinicius Mesquita, Davide Consoli +16 more
2024Scientific Data41 citations Open access
Semantic Scholar
Frameworks for digital soil assessment
A. McBratney, B. Minasny, Ichsani Wheeler, B. van der Linden
201228 citations
Semantic Scholar
Land potential assessment and trend-analysis using 2000–2021 FAPAR monthly time-series at 250 m spatial resolution
Julia Hackländer, L. Parente, Yu-Feng Ho, Tomislav Hengl +9 more
2024PeerJ14 citations Open access
Semantic Scholar
Continental Scale Soil Monitoring: A Proposed Multi‐Scale Framing of Soil Quality
Grant A. Campbell, Pete Smith, Nils Broothaerts, P. Panagos +20 more
11 citations Open access
Semantic Scholar
Soil organic carbon stock in kg/m2 for 5 standard depth intervals (0–10, 10–30, 30–60, 60–100 and 100–200 cm) at 250 m resolution
T. Hengl, Ichsani Wheeler
20188 citations
Semantic Scholar
Using model predictions of soil carbon in farm-scale auditing - A software tool
J. D. de Gruijter, Ichsani Wheeler, B. Malone
2019Agricultural Systems6 citations Open access
Semantic Scholar
A brief introduction to Open Data, Open Source Software and Collective Intelligence for environmental data creators and users
T. Hengl, Ichsani Wheeler, R. MacMillan
20184 citations Open access
Semantic Scholar
The auditability of soil carbon at the farm scale
Ichsani Wheeler
20143 citations
Semantic Scholar
Digital Soil Mapping to inform design-based sampling strategies for estimating total organic carbon stocks at the farm scale
Ichsani Wheeler, A. McBratney, B. Minasny, J. D. de Gruijter
20123 citations
Semantic Scholar
Designing resilient farming systems for a turbulent world: learning from communities at the frontline
Tewodros G. Asresehegn, Miranda P. M. Meuwissen, V. Valencia, S. Schulz +3 more
2026npj Sustainable Agriculture1 citations Open access
Semantic Scholar
The dramatic effect of preferential sampling of spatial data on variance estimates
D. Clifford, P. Kuhnert, Melissa J. Dobbie, J. Baldock +4 more
20111 citations
Semantic Scholar
Dirt! The Movie 2009, documentary, Common Ground Media Inc. Directed by Bill Benenson and Gene Rosow (80min)
Ichsani Wheeler
20101 citations
Semantic Scholar
Mapping global grassland dynamics 2000—2022 at 30m spatial resolution using spatiotemporal Machine Learning
Steffen Fritz, Ž. Malek, Fred Stolle, L. Parente +17 more
1 citations
Semantic Scholar
Defining Soil as a Surface‐Coupled Planetary System: Separating Pedogenesis From Habitability
David A. Robinson, C. Alewell, S. Reinsch, Christopher J. Feeney +11 more
2026European Journal of Soil Science0 citations
Semantic Scholar
Corrigendum to “Using model predictions of soil carbon in farm-scale auditing — A software tool” [Agricultural Systems 169 (2019) 24–30]
J. D. de Gruijter, Ichsani Wheeler, B. Malone
20200 citations Open access
Semantic Scholar
A Julia package for farm-scale soil carbon auditing
J. D. de Gruijter, Ichsani Wheeler, B. Malone
20180 citations Open access
Semantic Scholar
The effect of preferential sampling on sampling variance
D. Clifford, P. Kuhnert, Melissa J. Dobbie, J. Baldock +4 more
20120 citations
Semantic Scholar
A soil spatial prediction functions (SSPFs) for soil organic carbon in Eastern
Ichsani Wheeler, B. Minasny, A. McBratney, E. Bui +2 more
20100 citations
Semantic Scholar

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