[HTML][HTML] Machine learning and soil sciences: A review aided by machine learning tools

J Padarian, B Minasny, AB McBratney - Soil, 2020 - soil.copernicus.org
The application of machine learning (ML) techniques in various fields of science has
increased rapidly, especially in the last 10 years. The increasing availability of soil data that …

The ecology of soil carbon: pools, vulnerabilities, and biotic and abiotic controls

RB Jackson, K Lajtha, SE Crow… - Annual review of …, 2017 - annualreviews.org
Soil organic matter (SOM) anchors global terrestrial productivity and food and fiber supply.
SOM retains water and soil nutrients and stores more global carbon than do plants and the …

Spatio-temporal changes in habitat quality and linkage with landscape characteristics in the Beressa watershed, Blue Nile basin of Ethiopian highlands

H Yohannes, T Soromessa, M Argaw… - Journal of Environmental …, 2021 - Elsevier
An increase in human population generally exerts pressure on natural habitats and leads to
a decline in biodiversity resources. As a proxy for biodiversity study, an evaluation of habitat …

Construction of ecological security pattern adapting to future land use change in Pearl River Delta, China

L Li, X Huang, D Wu, H Yang - Applied Geography, 2023 - Elsevier
Land use and cover change (LUCC) can often threaten urban ecological space and cause
enormous impacts on the ecosystem, and sustainable ecological security patterns (ESPs) …

Monitoring changes in global soil organic carbon stocks from space

J Padarian, U Stockmann, B Minasny… - Remote Sensing of …, 2022 - Elsevier
Soils are under threat globally, with declining soil productivity and soil health in many
places. As a key indicator of soil functioning, soil organic carbon (SOC) is crucial for …

Biodiversity scenarios neglect future land‐use changes

N Titeux, K Henle, JB Mihoub, A Regos… - Global change …, 2016 - Wiley Online Library
Efficient management of biodiversity requires a forward‐looking approach based on
scenarios that explore biodiversity changes under future environmental conditions. A …

Trends in soil microbial communities during secondary succession

Z Zhou, C Wang, L Jiang, Y Luo - Soil Biology and Biochemistry, 2017 - Elsevier
Succession, a central theme throughout the history of ecology, has been well studied
predominantly in plant communities, but the general trends in soil microbial communities …

Effects of forest degradation on microbial communities and soil carbon cycling: a global meta‐analysis

Z Zhou, C Wang, Y Luo - Global Ecology and Biogeography, 2018 - Wiley Online Library
Aim The aim was to explore how conversions of primary or secondary forests to plantations
or agricultural systems influence soil microbial communities and soil carbon (C) cycling …

Beyond deforestation: Land cover transitions in Mexico

M Bonilla-Moheno, TM Aide - Agricultural Systems, 2020 - Elsevier
Conversion of land cover is one of the main causes of global environmental change and
identifying the regions where sustained trends of land change are occurring provides useful …

[HTML][HTML] Long-term soil organic carbon dynamics in temperate cropland-grassland systems

T Guillaume, L Bragazza, C Levasseur… - Agriculture, ecosystems …, 2021 - Elsevier
Increasing soil organic carbon (SOC) in agroecosystems enables to address simultaneously
multiple goals such as climate change adaptation and mitigation as well as food security. As …