Titlebook: Geo-Environmental Hazards using AI-enabled Geospatial Techniques and Earth Observation Systems; Tanupriya Choudhury,Bappaditya Koley,Atul

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Die Verschiebungen der Kontinente,e of the coastal belt of Indian Sundarbans, based on the primary survey of 750 households from three coastal parts of Indian Sundarbans—Basanti, Gosaba, and Namkhana. Our SLI is built up based on eight subindices, each of which is developed based on certain variables or attributes whose total number

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Die Entwicklungsaufgabe kulturelle Identit?tacy in object detection and classification of five garbage categories. The system incorporates a dataset of 1200 annotated images, which is further augmented to 1:8 proportion for model development. Overall, this integrated architecture enables efficient underwater garbage detection, collection, and

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Book 2024ion processes, vulnerability to rapid or extended flooding events, variations in oceansurface temperatures alongside chlorophyll-a levels; it also addresses assessments related to groundwater reserves and quality measures as well as sustainable management practices for watersheds that support commun

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1867-2434 ace temperatures alongside chlorophyll-a levels; it also addresses assessments related to groundwater reserves and quality measures as well as sustainable management practices for watersheds that support commun978-3-031-53765-3978-3-031-53763-9Series ISSN 1867-2434 Series E-ISSN 1867-2442

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An Introduction to Artificial Intelligence and Its Applications Towards Remote Sensing,combination of both supervised and unsupervised algorithms. Reinforcement learning will be the most useful one in case of real environments like playing games, driving a car and playing a piano. In this case, a machine will learn on its own by getting the rewards and penalties. Additionally, ensembl

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Application of Geospatial Technologies and AHP Technique in the Identification of Soil Erosion-Pron by utilizing optical and digital elevation satellite images, field observations, secondary data, GIS, and remote sensing tools. By adopting analytical hierarchy process (AHP) calculation methods, the weights of the selected thematic layers and their respective subthemes have been computed. After ca

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Shoreline Changes Along Bhitarkanika Sanctuary, North Odisha Coast, India, accretion at a maximum rate of 12.43?m/yr from 1975 to 2020. This river system’s massive sediment load could be the cause of nearby coastal expansion. The BS coast experienced a maximum erosion of 748.4 m at Pentha and a maximum accretion of 486.5 m north of the Hansua River between 1975 and 2020.

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Landslide Susceptibility Mapping Through Hyperparameter Optimized Bagging and Boosting Ensembles: Cere considered to be training samples and the remaining 30% to be testing samples. Feature importance was computed with the game theory-based SHapley Additive exPlanations (SHAP) approach. Evaluation of fulfillment of the proposed methods was accomplished with area under the receiver operating chara

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Flash Flood Assessment in Hilly Regions,er, and soil are some parameters for flash flood risk assessment (Tariq et al., Water 14: 3069, 2022; Bahadurzai and Shrestha, Flash Flood Risk Assessment for Afghanistan, 2009). The data collected from different sources can finally be collaborated and processed on GIS to analyse and find the distri