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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 …
[HTML][HTML] Machine learning models for gully erosion susceptibility assessment in the Tensift catchment, Haouz Plain, Morocco for sustainable development
Gully erosion is a widespread environmental danger, threatening global socio-economic
stability and sustainable development. This study comprehensively applied seven machine …
stability and sustainable development. This study comprehensively applied seven machine …
[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 …
[HTML][HTML] Hybrid machine learning approach for gully erosion map** 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 …
[PDF][PDF] A review of the satellite remote sensing techniques for assessment of runoff and sediment in soil erosion
C Ji, Y Cao, X Li, X Pei, B Sun, X Yang… - Journal of Hydrology and …, 2024 - sciendo.com
Soil erosion monitoring is essential for the ecological evaluation and dynamic monitoring of
land resources via remote sensing technology. In this paper, we provide new insights into …
land resources via remote sensing technology. In this paper, we provide new insights into …
Examining the role of class imbalance handling strategies in predicting earthquake-induced landslide-prone regions
This study was undertaken to propose a comprehensive prediction scheme containing the
hybrid use of class imbalance handling strategies and machine learning methods to assess …
hybrid use of class imbalance handling strategies and machine learning methods to assess …
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 …
Predicting soil erosion susceptibility associated with climate change scenarios in the Central Highlands of Sri Lanka
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 …