Application of machine learning, deep learning and optimization algorithms in geoengineering and geoscience: Comprehensive review and future challenge

W Zhang, X Gu, L Tang, Y Yin, D Liu, Y Zhang - Gondwana Research, 2022 - Elsevier
Abstract The so-called Fourth Paradigm has witnessed a boom during the past two decades,
with large volumes of observational data becoming available to scientists and engineers …

[HTML][HTML] Soil erosion modelling: A global review and statistical analysis

P Borrelli, C Alewell, P Alvarez, JAA Anache… - Science of the total …, 2021 - Elsevier
To gain a better understanding of the global application of soil erosion prediction models,
we comprehensively reviewed relevant peer-reviewed research literature on soil-erosion …

[HTML][HTML] Remote sensing of soil degradation: Progress and perspective

J Wang, J Zhen, W Hu, S Chen, I Lizaga… - International Soil and …, 2023 - Elsevier
Soils constitute one of the most critical natural resources and maintaining their health is vital
for agricultural development and ecological sustainability, providing many essential …

Exploring the multiple land degradation pathways across the planet

R Prăvălie - Earth-Science Reviews, 2021 - Elsevier
Land degradation has become one of the biggest environmental challenges human society
is currently facing, which is why understanding the global pattern of this land crisis is …

Artificial neural networks in drought prediction in the 21st century–A scientometric analysis

A Dikshit, B Pradhan, M Santosh - Applied Soft Computing, 2022 - Elsevier
Droughts are the most spatially complex geohazard, which often lasts for years, thereby
severely impacting socio-economic sectors. One of the critical aspects of drought studies is …

[HTML][HTML] Soil erosion modelling: A bibliometric analysis

N Bezak, M Mikoš, P Borrelli, C Alewell, P Alvarez… - Environmental …, 2021 - Elsevier
Soil erosion can present a major threat to agriculture due to loss of soil, nutrients, and
organic carbon. Therefore, soil erosion modelling is one of the steps used to plan suitable …

Soil erosion and sediment dynamics in the Anthropocene: a review of human impacts during a period of rapid global environmental change

PN Owens - Journal of Soils and Sediments, 2020 - Springer
Purpose Humanity has been modifying the planet in a measurable way for thousands of
years. Recently, this influence has been such that some feel we are in a new geological …

Determining the drivers and rates of soil erosion on the Loess Plateau since 1901

P Li, J Chen, G Zhao, J Holden, B Liu, FKS Chan… - Science of the Total …, 2022 - Elsevier
Attributing soil erosion to land management and climatic drivers is important for global policy
development to protect soils. The Chinese Loess Plateau is one of the most eroded areas in …

Global analysis of cover management and support practice factors that control soil erosion and conservation

K Ebabu, A Tsunekawa, N Haregeweyn… - International Soil and …, 2022 - Elsevier
Cover management and support practices largely control the magnitude and variability of
soil erosion. Although soil erosion models account for their importance (particularly by C …

Machine learning applications for water-induced soil erosion modeling and map**

H Sahour, V Gholami, M Vazifedan, S Saeedi - Soil and Tillage Research, 2021 - Elsevier
Assessment of water-induced soil erosion as a crucial part of soil conservation plans is
costly and time-consuming when applied to an extensive area. In this study, we propose a …