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Advanced giscience in hydro-geologic...

Rahman, Md. Rejaur.

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Advanced giscience in hydro-geological hazards = applications, modelling and management /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Advanced giscience in hydro-geological hazards/ edited by Md. Rejaur Rahman, Atiqur Rahman, S. K. Saha.
其他題名:	applications, modelling and management /
其他作者:	Rahman, Md. Rejaur.
出版者:	Cham :Springer Nature Switzerland : : 2025.,
面頁冊數:	xxiv, 401 p. :ill. (some col.), digital ;24 cm.
內容註:	GIScience and Earth observation Technology in Hydro-Geological hazard Analysis-An Overview -- Application of Advanced Geoinformation Science-A Disaster Risk Reduction Perspective -- New Paradigms of Decision Support Systems through Applications Leveraging Earth Observations and Machine Learning Approaches -- Soil erosion susceptibility modelling using machine learning in Guwahati urban watershed -- Flood vulnerability assessment in Jamuna (Brahmaputra) river basin, Bangladesh using remote sensing data, frequency ratio and machine learning based geospatial approach towards management strategies -- Introducing Autoencoder-Convolutional neural network for landslide susceptibility modelling in Kalimpong hill -- Artificial Neural Networks for combined forecasting of Tropical Cyclone track and intensity in the Bay of Bengal -- Geospatial approach to assess possible impact of groundwater abstraction in Bharatpur metropolitan city, Nepal -- Application of aerial photographs to monitor the dynamicsof fluvial tidal island and coastal erosion hazard in the Sundarbans delta plain of Bangladesh -- RS and GIS modelling for disaster management: Opportunities and challenges-A case study from Kerala, India -- Coastal Area Vulnerability to Cyclone Hazard-A Geoinformation and IPCC approach based study -- Spatial and Temporal Distribution of Drought in Bangladesh Using Novel China Z Index -- Livelihood vulnerability modelling with deep learning in erosion and flooding induced river islands in Ganga River corridor -- Assessment of soil erosion and landslide hazards in Rohingya refugee areas of Bangladesh: An integrated remote sensing and field observation approach -- Geospatial Analysis of River Bank Erosion-Accretion and Land Use Change of Teesta River, Bangladesh using Fuzzy ARTMAP Neural Network -- Landslides Vulnerability Assessment using Fuzzy logic based Spatial Multi-criteria Evaluation (Fuzzy-SMCE)-A Case Study from Hill Tract Districts, Bangladesh -- Impact of wetland transformation on fishing community in floodplain of Tangan River -- Multi-hazard risk assessment using Geo-statistical and Machine Learning Algorithm -- GNSS remote sensing in disaster management -- Land subsidence estimation using SAR time series data.
Contained By:	Springer Nature eBook
標題:	Natural disasters - Geographic information systems. -
電子資源:	https://doi.org/10.1007/978-3-031-76189-8
ISBN:	9783031761898

Advanced giscience in hydro-geological hazards = applications, modelling and management /
Advanced giscience in hydro-geological hazardsapplications, modelling and management /[electronic resource] :edited by Md. Rejaur Rahman, Atiqur Rahman, S. K. Saha. - Cham :Springer Nature Switzerland :2025. - xxiv, 401 p. :ill. (some col.), digital ;24 cm. - Giscience and geo-environmental modelling,2730-7514. - Giscience and geo-environmental modelling..

GIScience and Earth observation Technology in Hydro-Geological hazard Analysis-An Overview -- Application of Advanced Geoinformation Science-A Disaster Risk Reduction Perspective -- New Paradigms of Decision Support Systems through Applications Leveraging Earth Observations and Machine Learning Approaches -- Soil erosion susceptibility modelling using machine learning in Guwahati urban watershed -- Flood vulnerability assessment in Jamuna (Brahmaputra) river basin, Bangladesh using remote sensing data, frequency ratio and machine learning based geospatial approach towards management strategies -- Introducing Autoencoder-Convolutional neural network for landslide susceptibility modelling in Kalimpong hill -- Artificial Neural Networks for combined forecasting of Tropical Cyclone track and intensity in the Bay of Bengal -- Geospatial approach to assess possible impact of groundwater abstraction in Bharatpur metropolitan city, Nepal -- Application of aerial photographs to monitor the dynamicsof fluvial tidal island and coastal erosion hazard in the Sundarbans delta plain of Bangladesh -- RS and GIS modelling for disaster management: Opportunities and challenges-A case study from Kerala, India -- Coastal Area Vulnerability to Cyclone Hazard-A Geoinformation and IPCC approach based study -- Spatial and Temporal Distribution of Drought in Bangladesh Using Novel China Z Index -- Livelihood vulnerability modelling with deep learning in erosion and flooding induced river islands in Ganga River corridor -- Assessment of soil erosion and landslide hazards in Rohingya refugee areas of Bangladesh: An integrated remote sensing and field observation approach -- Geospatial Analysis of River Bank Erosion-Accretion and Land Use Change of Teesta River, Bangladesh using Fuzzy ARTMAP Neural Network -- Landslides Vulnerability Assessment using Fuzzy logic based Spatial Multi-criteria Evaluation (Fuzzy-SMCE)-A Case Study from Hill Tract Districts, Bangladesh -- Impact of wetland transformation on fishing community in floodplain of Tangan River -- Multi-hazard risk assessment using Geo-statistical and Machine Learning Algorithm -- GNSS remote sensing in disaster management -- Land subsidence estimation using SAR time series data.

ISBN: 9783031761898

Standard No.: 10.1007/978-3-031-76189-8doiSubjects--Topical Terms:

907764
Natural disasters
--Geographic information systems.

LC Class. No.: GB5014

Dewey Class. No.: 363.340285

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