139 citations as recorded by crossref.

1. Multi-Agent Deep Reinforcement Learning for Multi-Robot Applications: A Survey J. Orr & A. Dutta
2. Global diversity and distribution of mushroom‐inhabiting bacteria D. Gohar et al.
3. Digital mapping of soil organic carbon density in China using an ensemble model Y. Sun et al.
4. Networking our science to characterize the state, vulnerabilities, and management opportunities of soil organic matter J. Harden et al.
5. Progressive approach to traditional large-scale soil surveys S. Truskavetsky et al.
6. New pedotransfer approaches to predict soil bulk density using WoSIS soil data and environmental covariates in Mediterranean agro-ecosystems C. Schillaci et al.
7. Characterizing Spatial Variability of Soil Organic Carbon Through Improved Machine-Learning Modeling With In Situ Data Resampling: A Case Study in Alaska W. Peng et al.
8. A Methodological Framework for Assessing the Potential Performance of Maize/Soybean Intercropping Under 2050 Climate Scenarios T. Song & C. Zhang
9. Predicting below-average NDVI anomalies for agricultural drought impact forecasting K. De Vos et al.
10. The application of machine learning methods for prediction of metal immobilization remediation by biochar amendment in soil Y. Sun et al.
11. How shrinkage of Lake Chad affects the local climate S. Zhao et al.
12. Geospatial prediction of total soil carbon in European agricultural land based on deep learning D. Radočaj et al.
13. Cover crop impacts on soil organic matter dynamics and its quantification using UAV and proximal sensing N. Vavlas et al.
14. No silver bullet for digital soil mapping: country-specific soil organic carbon estimates across Latin America M. Guevara et al.
15. Digital soil mapping and assessment for Australia and beyond: A propitious future R. Searle et al.
16. Chronic drought decreased organic carbon content in topsoil greater than intense drought across grasslands in Northern China M. Jaman et al.
17. Assessment of the Accuracy of ISRIC and ESDAC Soil Texture Data Compared to the Soil Map of Greece: A Statistical and Spatial Approach to Identify Sources of Differences S. Gerontidis et al.
18. Boosting, bagging, and deep learning for soil-water characteristic curve prediction: A large-scale database study S. Pereira et al.
19. Similar importance of edaphic and climatic factors for controlling soil organic carbon stocks of the world Z. Luo et al.
20. Sensitivity of joint atmospheric-terrestrial water balance simulations to soil representation: Convection-permitting coupled WRF-Hydro simulations for southern Africa Z. Zhang et al.
21. A Global High‐Resolution Data Set of Soil Hydraulic and Thermal Properties for Land Surface Modeling Y. Dai et al.
22. Human transformation of past terrestrial ecosystems S. Nogué et al.
23. Input uncertainty in CSM-CERES-wheat modeling: Dry farming and irrigated conditions using alternative weather and soil data M. Nouri et al.
24. PyCLiPSM: Harnessing heterogeneous computing resources on CPUs and GPUs for accelerated digital soil mapping G. Zhang et al.
25. HU‐SoilCarbonGrids: An Initiative for Providing Comprehensive Information on Soil Organic Carbon Changes in Hungary G. Szatmári et al.
26. A review of the global soil property maps for Earth system models Y. Dai et al.
27. CHLSOC: the Chilean Soil Organic Carbon database, a multi-institutional collaborative effort M. Pfeiffer et al.
28. Integrated environmental and genomic analysis reveals the drivers of fine‐scale divergence and local adaptation in northern populations of two wild rice species in China Y. Chen et al.
29. Remote sensing of soil degradation: Progress and perspective J. Wang et al.
30. Spatially explicit terrestrial carbon densities for calibrating the carbon cycle in human-Earth system Models K. Narayan et al.
31. Uncertainty in land use obscures global soil organic carbon stock estimates C. Gang et al.
32. Negative correlation between soil salinity and soil organic carbon variability A. Hassani et al.
33. Options to model the effects of tillage on N2O emissions at the global scale F. Lutz et al.
34. A global, empirical, harmonised dataset of soil organic carbon changes under perennial crops A. Ledo et al.
35. A Comparison, Validation, and Evaluation of the S-world Global Soil Property Database J. Stoorvogel & V. Mulder
36. Reducing spatial resolution increased net primary productivity prediction of terrestrial ecosystems: A Random Forest approach T. Zhou et al.
37. Standardised soil profile data to support global mapping and modelling (WoSIS snapshot 2019) N. Batjes et al.
38. IrrigationTriggers-Global : A Web Application for Determining Site-Specific Soil Moisture-Based Triggers for Irrigation Scheduling Globally M. Kukal & A. Pennino
39. A multi-step approach to evaluate the sustainable use of groundwater resources for human consumption and agriculture M. Bordbar et al.
40. Pedotransfer Functions in Earth System Science: Challenges and Perspectives K. Van Looy et al.
41. Digital soil mapping of key secondary soil properties using pedotransfer functions and Indian legacy soil data N. Reddy & B. Das
42. CLASSIC v1.0: the open-source community successor to the Canadian Land Surface Scheme (CLASS) and the Canadian Terrestrial Ecosystem Model (CTEM) – Part 2: Global benchmarking C. Seiler et al.
43. Assessing Soil Erosion Susceptibility for Past and Future Scenarios in Semiarid Mediterranean Agroecosystems G. Busico et al.
44. Mapping the major soil-landscape resources of the Ethiopian Highlands using random forest J. Leenaars et al.
45. Spatial distribution of soil carbon storage in desert shrubland ecosystems of northwest Mexico F. Ayala-Niño et al.
46. Soil Aggregate Stability Mapping Using Remote Sensing and GIS-Based Machine Learning Technique Y. Bouslihim et al.
47. Evaluating the quality of soil legacy data used as input of digital soil mapping models P. Lagacherie et al.
48. Land suitability assessment for sisal production: A machine learning and Analytical Hierarchy Process integrated approach R. Mgohele et al.
49. Open legacy soil survey data in Brazil: geospatial data quality and how to improve it A. Samuel-Rosa et al.
50. Large Soil Carbon Storage in Terrestrial Ecosystems of Canada C. Sothe et al.
51. The appraisal of pedotransfer functions with legacy data; an example from southern Africa C. Miti et al.
52. Application of multidimensional soil data harmonization to develop the Ontario Soil Information System (OSIS) T. Gobezie et al.
53. Temperature effects on carbon storage are controlled by soil stabilisation capacities I. Hartley et al.
54. Grain-cropping suitability for evaluating the agricultural land use change in Brazil J. Safanelli et al.
55. How much carbon can be added to soil by sorption? R. Abramoff et al.
56. Global projections of the soil microbiome in the Anthropocene C. Guerra et al.
57. Global and regional soil organic carbon estimates: Magnitudes and uncertainties Z. LIN et al.
58. Toward an Intelligent and Near-real-time Framework for Global Ecological Monitoring: Advances, Challenges, and the GIEHP Initiative D. Xu et al.
59. Responses of soil organic carbon to climate change in the Qilian Mountains and its future projection H. Li et al.
60. The implications for potential marginal land resources of cassava across worldwide under climate change challenges Y. Li et al.
61. Development of Hierarchical Ensemble Model and Estimates of Soil Water Retention With Global Coverage Y. Zhang et al.
62. The landscape of soil carbon data: Emerging questions, synergies and databases A. Malhotra et al.
63. A multi-hazard map-based flooding, gully erosion, forest fires, and earthquakes in Iran S. Pouyan et al.
64. The advantages and limitations of global datasets to assess carbon stocks as proxy for land degradation in an Ethiopian case study S. Cerretelli et al.
65. Assessing the impact of soil data resolution on streamflow prediction with SWAT in a mesoscale headwater basin of Sri Lanka S. Fernando et al.
66. Analysis of soil hydraulic and thermal properties for land surface modeling over the Tibetan Plateau H. Zhao et al.
67. Carbon Stock Assessment in Gypsum-Bearing Soils: The Role of Subsurface Soil Horizons M. Rodríguez-Rastrero & A. Ortega-Martos
68. Spatial modeling of the ecological niche of Pinus greggii Engelm. (Pinaceae): a species conservation proposal in Mexico under climatic change scenarios A. Martínez-Sifuentes et al.
69. Challenges and opportunities for biogeography—What can we still learn from von Humboldt? F. Schrodt et al.
70. Regional-scale soil carbon predictions can be enhanced by transferring global-scale soil–environment relationships L. Zhang et al.
71. Validating the regional estimates of changes in soil organic carbon by using the data from paired-sites: the case study of Mediterranean arable lands C. Schillaci et al.
72. Land suitability evaluation using GIS and multicriteria decision analysis for cashew cultivation in the Abaya-Chamo Watershed, Ethiopia S. Tantuoyir et al.
73. Prediction of Soil Field Capacity and Permanent Wilting Point Using Accessible Parameters by Machine Learning L. Liu & X. Ma
74. Adding soil sampling to household surveys: Information for sample design from pilot data R. Lark et al.
75. Assessing Soil Condition and Capacity Using the Global Pedogenon Map Within the Americas’ Horse Latitudes N. Francos et al.
76. Challenges in the Geo-Processing of Big Soil Spatial Data L. Liakos & P. Panagos
77. Soil carbon stocks across tropical forests of Panama regulated by base cation effects on fine roots D. Cusack et al.
78. Providing quality-assessed and standardised soil data to support global mapping and modelling (WoSIS snapshot 2023) N. Batjes et al.
79. National soil organic carbon estimates can improve global estimates U. Vitharana et al.
80. How do hydrogeological and socio-economic parameters influence the likelihood of NO3− pollution and Cl− salinization? An application within the campania region (Italy) M. Bordbar et al.
81. Improving the Latin America and Caribbean Soil Information System (SISLAC) database enhances its usability and scalability S. Díaz-Guadarrama et al.
82. Nitrogen functional profiles of microbiomes in diverse agricultural and forest soils and its driver at continental scale in China Y. Zhao et al.
83. Remote sensing of the Earth's soil color in space and time R. Rizzo et al.
84. Predicting Climate Change Impacts on Candelilla (Euphorbia antisyphilitica Zucc.) for Mexico: An Approach for Mexico’s Primary Harvest Area A. Martínez-Sifuentes et al.
85. Organic carbon storage potential of cropland topsoils in East China: Indispensable roles of cropping systems and soil managements W. Ma et al.
86. Large scale mapping of soil organic carbon concentration with 3D machine learning and satellite observations C. Sothe et al.
87. Multiple factors drive imbalance in the global microbial assemblage in soil Y. Hao et al.
88. Legacy soil organic carbon stocks in central Spain from whole soil profiles and standardized depths: Influence of land cover and parent material M. Rodríguez-Rastrero et al.
89. Machine learning approaches for the prediction of soil aggregate stability Y. Bouslihim et al.
90. DSOLMap, a novel high-resolution global digital soil property map for the SWAT + model: Development and hydrological evaluation A. López-Ballesteros et al.
91. Legacy data-based national-scale digital mapping of key soil properties in India N. Reddy et al.
92. Dominance and rarity in tree communities across the globe: Patterns, predictors and threats I. Hordijk et al.
93. Predicting long-term dynamics of soil salinity and sodicity on a global scale A. Hassani et al.
94. How to solve small sample size problems in time-series soil organic carbon mapping: New insights from the Third Law of Geography J. Wang et al.
95. A Comparative Analysis of Remote Sensing Soil Moisture Datasets Fusion Methods: Novel LSTM Approach Versus Widely Used Triple Collocation Technique H. Zhao et al.
96. Horizontal and vertical variation of soil clay content and its controlling factors in China X. Zhang et al.
97. Soil Organic Carbon Across Mexico and the Conterminous United States (1991–2010) M. Guevara et al.
98. Modelado actual y futuro de la idoneidad de hábitat el ahuehuete ( Taxodium mucronatum Ten.): una propuesta para conservación en México A. Martínez-Sifuentes et al.
99. Evaluation, source apportionment and health risk assessment of heavy metal and polycyclic aromatic hydrocarbons in soil and vegetable of Ahvaz metropolis S. Bahrami et al.
100. Deep Learning Optimizes Data-Driven Representation of Soil Organic Carbon in Earth System Model Over the Conterminous United States F. Tao et al.
101. Impact of spatial variability in hydraulic parameters on plume migration within unsaturated surficial formations L. Pannecoucke et al.
102. Soil Vertical Distribution of Organic Carbon and Sequestration Potential in Ponte de Lima (Alto Minho Region, Northern Portugal) C. Rodrigues et al.
103. A biophysical model to simulate seasonal variations of soil respiration in agroecosystems in China S. Chen et al.
104. Estimation of saturated hydraulic conductivity with pedotransfer functions: A review Y. Zhang & M. Schaap
105. The genetic basis of chloride exclusion in grapevines S. Sharma et al.
106. Mapping soil organic carbon distribution across South Africa's major biomes using remote sensing-topo-climatic covariates and Concrete Autoencoder-Deep neural networks O. Odebiri et al.
107. Soil carbon stocks and dynamics of different land uses in Italy using the LUCAS soil database M. Khan & T. Chiti
108. A global soil spectral grid based on space sensing J. Demattê et al.
109. Improved Wetland Soil Organic Carbon Stocks of the Conterminous U.S. Through Data Harmonization B. Uhran et al.
110. Machine learning for digital soil mapping: Applications, challenges and suggested solutions A. Wadoux et al.
111. Does digital soil mapping prediction performance of soil texture improve when adding uncertain field texture estimates? A study based on clay content A. Richer-de-Forges et al.
112. Global soil organic carbon–climate interactions: Why scales matter H. Jungkunst et al.
113. Characterizing the vertical structure of forests in the Brazilian Amazon D. Valle et al.
114. Global patterns of leaf construction traits and their covariation along climate and soil environmental gradients K. Xing et al.
115. Mapping soil pH baselines, trends, and time-to-critical crop risk using harmonized legacy datasets: A large-scale assessment S. Thai et al.
116. Climate indices as predictors of global soil organic carbon stocks Q. Zhang et al.
117. The INFOSOLO database as a first step towards the development of a soil information system in Portugal T. Ramos et al.
118. The experience of creating and using seven soil databases in the Soil-Geoeocophysics Laboratory T. Laktionova
119. Spatial phylogenetics of Fagales: Investigating drivers of temperate forest distributions R. Folk et al.
120. Optimizing multi-environment trials in the Southern US Rice belt via smart-climate-soil prediction-based models and economic importance M. Prado et al.
121. Phylogenetic diversity and regionalization in the temperate arid zone R. Folk et al.
122. Using digital soil maps to infer edaphic affinities of plant species in Amazonia: Problems and prospects G. Moulatlet et al.
123. Assessing synergies between soil research in the Republic of Ireland and European Union policies H. Binner et al.
124. Digital soil mapping across the globe D. Arrouays et al.
125. Multiple soil map comparison highlights challenges for predicting topsoil organic carbon concentration at national scale C. Feeney et al.
126. Soil legacy data rescue via GlobalSoilMap and other international and national initiatives D. Arrouays et al.
127. Biochar addition reduces salinity in salt-affected soils with no impact on soil pH: A meta-analysis X. Wang et al.
128. Design and functional features of the world leading soil databases. Analytical review T. Laktionova et al.
129. Evenness mediates the global relationship between forest productivity and richness I. Hordijk et al.
130. Global stocks and capacity of mineral-associated soil organic carbon K. Georgiou et al.
131. Soil carbon debt of 12,000 years of human land use J. Sanderman et al.
132. Guatemala soil organic carbon database (GTMSOC) A. Vásquez et al.
133. Spatiotemporal prediction of soil organic carbon density in Europe (2000–2022) using earth observation and machine learning X. Tian et al.
134. A comparison between three legacy soil maps of Zambia at national scale: The spatial patterns of legend units and their relation to soil properties I. Mukumbuta et al.
135. Desertification–Scientific Versus Political Realities G. Sterk & J. Stoorvogel
136. Predicting the risk of invasion by broadleaf watermilfoil (Myriophyllum heterophyllum) in mainland Portugal I. Diogo et al.
137. Retrieval of Land Surface Emissivities Over Partially Vegetated Surfaces From Satellite Data Using Radiative Transfer Models L. Perez-Planells et al.
138. Recent impacts of water management on dryland’s salinization and degradation neutralization H. Shi et al.
139. Temperature shapes spatial-temporal patterns of global soil carbon accumulation S. Yang et al.