Exploring machine learning models for soil nutrient properties prediction: A systematic review
Agriculture is essential to a flourishing economy. Although soil is essential for sustainable
food production, its quality can decline as cultivation becomes more intensive and demand …
food production, its quality can decline as cultivation becomes more intensive and demand …
The status and future of essential geodiversity variables
Rapid environmental change, natural resource overconsumption and increasing concerns
about ecological sustainability have led to the development of 'Essential Variables'(EVs) …
about ecological sustainability have led to the development of 'Essential Variables'(EVs) …
European beech dieback after premature leaf senescence during the 2018 drought in northern Switzerland
During the particularly severe hot summer drought in 2018, widespread premature leaf
senescence was observed in several broadleaved tree species in Central Europe …
senescence was observed in several broadleaved tree species in Central Europe …
Soil–plant interactions modulated water availability of Swiss forests during the 2015 and 2018 droughts
K Meusburger, V Trotsiuk… - Global Change …, 2022 - Wiley Online Library
Central Europe has been experiencing unprecedented droughts during the last decades,
stressing the decrease in tree water availability. However, the assessment of physiological …
stressing the decrease in tree water availability. However, the assessment of physiological …
[HTML][HTML] Spatial distribution of lead concentration in peri-urban soil: Threshold and interaction effects of environmental variables
Z Wu, Y Chen, Z Yang, Y Liu, Y Zhu, Z Tong, R An - Geoderma, 2023 - Elsevier
Understanding the spatial distribution of soil lead concentration in peri-urban soil and its
underlying mechanism is critical to controlling lead contamination, ensuring food safety, and …
underlying mechanism is critical to controlling lead contamination, ensuring food safety, and …
Digital mapping of soil properties using ensemble machine learning approaches in an agricultural lowland area of Lombardy, Italy
OD Adeniyi, A Brenning, A Bernini, S Brenna… - Land, 2023 - mdpi.com
Sustainable agricultural landscape management needs reliable and accurate soil maps and
updated geospatial soil information. Recently, machine learning (ML) models have …
updated geospatial soil information. Recently, machine learning (ML) models have …
Comparison of random forest and kriging models for soil organic carbon mapping in the Himalayan Region of Kashmir
The knowledge about the spatial distribution of soil organic carbon stock (SOCS) helps in
sustainable land-use management and ecosystem functioning. No such study has been …
sustainable land-use management and ecosystem functioning. No such study has been …
[HTML][HTML] Elevation dependent response of soil organic carbon stocks to forest windthrow
M Mayer, S Rusch, M Didion, A Baltensweiler… - Science of the Total …, 2023 - Elsevier
Storms represent a major disturbance factor in forest ecosystems, but the effects of
windthrows on soil organic carbon (SOC) stocks are poorly quantified. Here, we assessed …
windthrows on soil organic carbon (SOC) stocks are poorly quantified. Here, we assessed …
[HTML][HTML] Towards precision forestry: Drought response from remote sensing-based disturbance monitoring and fine-scale soil information in Central Europe
B Putzenlechner, P Koal, M Kappas, M Löw… - Science of The Total …, 2023 - Elsevier
Prolonged drought and susceptibility to biotic stressors induced an extensive calamity in
Norway spruce (Picea abies (L.) Karst.) and widespread crown defoliation in European …
Norway spruce (Picea abies (L.) Karst.) and widespread crown defoliation in European …
[HTML][HTML] Benefits of hierarchical predictions for digital soil mapping—An approach to map bimodal soil pH
M Nussbaum, S Zimmermann, L Walthert… - Geoderma, 2023 - Elsevier
Maps of soil pH are an important tool for making decisions in sustainable forest
management. Accurate pH mapping, therefore, is crucial to support decisions by authorities …
management. Accurate pH mapping, therefore, is crucial to support decisions by authorities …