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[HTML][HTML] A framework for optimizing environmental covariates to support model interpretability in digital soil map**
B Kasraei, MG Schmidt, J Zhang, CE Bulmer… - Geoderma, 2024 - Elsevier
A common practice in digital soil map** (DSM) is to incorporate many environmental
covariates into a machine-learning algorithm to predict the spatial patterns of soil attributes …
covariates into a machine-learning algorithm to predict the spatial patterns of soil attributes …
[HTML][HTML] Some insights on grassland health assessment based on remote sensing
Grassland ecosystem is one of the largest ecosystems, which naturally occurs on all
continents excluding Antarctica and provides both ecological and economic functions. The …
continents excluding Antarctica and provides both ecological and economic functions. The …
Map** soil organic carbon content using multi-source remote sensing variables in the Heihe River Basin in China
Soil organic carbon (SOC) has a large impact on soil quality and global climate change. It is
therefore important to be able to predict SOC accurately to promote sustainable soil …
therefore important to be able to predict SOC accurately to promote sustainable soil …
Spectral sensing from ground to space in soil science: state of the art, applications, potential, and perspectives
Industrial and agricultural activities are develo** faster than the public policy on the use of
soil resources. The world needs more information about soil for land use planning and …
soil resources. The world needs more information about soil for land use planning and …
Hyper-temporal remote sensing for digital soil map**: Characterizing soil-vegetation response to climatic variability
Indices derived from remotely-sensed imagery are commonly used to predict soil properties
with digital soil map** (DSM) techniques. The use of images from single dates or a small …
with digital soil map** (DSM) techniques. The use of images from single dates or a small …
Digital soil map** using remote sensing indices, terrain attributes, and vegetation features in the rangelands of northeastern Iran
E Mahmoudabadi, A Karimi, GH Haghnia… - Environmental monitoring …, 2017 - Springer
Digital soil map** has been introduced as a viable alternative to the traditional map**
methods due to being fast and cost-effective. The objective of the present study was to …
methods due to being fast and cost-effective. The objective of the present study was to …
Map** soil profile depth, bulk density and carbon stock in Scotland using remote sensing and spatial covariates
M Aitkenhead, M Coull - European Journal of Soil Science, 2020 - Wiley Online Library
The spatial distribution of soil organic carbon is an important factor in land management
decision making, climate change mitigation and landscape planning. In Scotland, where …
decision making, climate change mitigation and landscape planning. In Scotland, where …
Soil organic carbon prediction using sentinel-2 data and environmental variables in a karst trough valley area of Southwest China
T Wang, W Zhou, J ** application in southeastern Brazil
Terrain attributes are used as auxiliary variables in spatial prediction of soil classes and
properties, due to their important role in the pedogenetic process and the increasing …
properties, due to their important role in the pedogenetic process and the increasing …
Coastal wetland ecosystems deliver large carbon stocks in tropical Mexico
S Sjögersten, B De La Barreda-Bautista, C Brown… - Geoderma, 2021 - Elsevier
Tropical wetlands are important in the global carbon (C) cycle and climate system. To
elaborate government policies that protect wetland ecosystem services, spatially explicit …
elaborate government policies that protect wetland ecosystem services, spatially explicit …