Using artificial intelligence and data fusion for environmental monitoring: A review and future perspectives
Analyzing satellite images and remote sensing (RS) data using artificial intelligence (AI)
tools and data fusion strategies has recently opened new perspectives for environmental …
tools and data fusion strategies has recently opened new perspectives for environmental …
Interpretability of simple RNN and GRU deep learning models used to map land susceptibility to gully erosion
Gully erosion possess a serious hazard to critical resources such as soil, water, and
vegetation cover within watersheds. Therefore, spatial maps of gully erosion hazards can be …
vegetation cover within watersheds. Therefore, spatial maps of gully erosion hazards can be …
Hybrid machine learning approach for gully erosion mapping susceptibility at a watershed scale
Gully erosion is a serious threat to the state of ecosystems all around the world. As a result,
safeguarding the soil for our own benefit and from our own actions is a must for …
safeguarding the soil for our own benefit and from our own actions is a must for …
[HTML][HTML] Random Forest–based gully erosion susceptibility assessment across different agro-ecologies of the Upper Blue Nile basin, Ethiopia
Several environmental factors are known to influence the spatial distribution and
susceptibility of gully erosion, yet the relative importance and interaction of these factors …
susceptibility of gully erosion, yet the relative importance and interaction of these factors …
Understanding land degradation induced by gully erosion from the perspective of different geoenvironmental factors
Complex interrelationships between landscape-level geoenvironmental factors and natural
phenomena have rendered land degradation control measures ineffective. For control to be …
phenomena have rendered land degradation control measures ineffective. For control to be …
Predicting soil erosion susceptibility associated with climate change scenarios in the Central Highlands of Sri Lanka
S Senanayake, B Pradhan - Journal of Environmental Management, 2022 - Elsevier
Soil erosion hazard is one of the prominent climate hazards that negatively impact countries'
economies and livelihood. According to the global climate index, Sri Lanka is ranked among …
economies and livelihood. According to the global climate index, Sri Lanka is ranked among …
Integration of High-Accuracy Geospatial Data and Machine Learning Approaches for Soil Erosion Susceptibility Mapping in the Mediterranean Region: A Case Study …
Erosion can have a negative impact on the agricultural sustainability and grazing lands in
the Mediterranean area, especially in northern Algeria. It is useful to map the spatial …
the Mediterranean area, especially in northern Algeria. It is useful to map the spatial …
Gully erosion susceptibility assessment based on machine learning-A case study of watersheds in Tuquan County in the black soil region of Northeast China
C Liu, H Fan, Y Jiang, R Ma, S Song - Catena, 2023 - Elsevier
Owing to its unique topographic and climatic conditions, agricultural production, and
anthropogenic grazing, severe gully erosion has developed in the watersheds of Tuquan …
anthropogenic grazing, severe gully erosion has developed in the watersheds of Tuquan …
Snowmelt flood susceptibility assessment in kunlun mountains based on the swin transformer deep learning method
R Yang, G Zheng, P Hu, Y Liu, W Xu, A Bao - Remote Sensing, 2022 - mdpi.com
Modeling and assessing the susceptibility of snowmelt floods is critical for flood hazard
management. However, the current research on snowmelt flood susceptibility lacks a valid …
management. However, the current research on snowmelt flood susceptibility lacks a valid …
[HTML][HTML] Evaluation of gully erosion susceptibility using a maximum entropy model in the upper Mkhomazi River basin in South Africa
Soil erosion is one of the most challenging environmental issues in the world, causing
unsustainable soil loss every year. In South Africa, several episodes of gully erosion have …
unsustainable soil loss every year. In South Africa, several episodes of gully erosion have …