{"product_id":"machine-learning-modeling-for-spatial-temporal-prediction-of-geohazard-9783036597867","title":"Machine Learning Modeling for Spatial-Temporal Prediction of Geohazard","description":"\u003cp\u003eGeohazards, such as landslides, rock avalanches, debris flow, ground fissures, and ground subsidence, pose a significant threat to people's lives and property. Recently, machine learning (ML) has become the predominant approach in geohazard modeling, offering advantages such as an excellent generalization ability and accurately describing complex and nonlinear behaviors. However, the utilization of advanced algorithms in deep learning remains poorly understood in this field. Additionally, there are fundamental challenges associated with ML modeling, including input variable selection, uncertainty quantification, and hyperparameter tuning. This reprint presents original research exploring new advances and challenges in the application of ML in the spatial-temporal modeling of geohazards. The contributions cover the susceptibility analysis of glacier debris flow and landslides, the displacement prediction of reservoir landslides, slope stability prediction and classification, building resilience evaluation, and the prediction of rainfall-induced landslide warning signals.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Junwei Ma\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Mdpi AG\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/29\/2023\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 274\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.74lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.61h x 6.69w x 0.88d\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9783036597867\u003cp\u003e\u003ci\u003eThis title is not returnable\u003c\/i\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"Mdpi AG","offers":[{"title":"Hardcover","offer_id":43227908014195,"sku":"9.78304E+12","price":102.95,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0555\/9255\/0515\/files\/img_887c620f-b604-4c34-b715-0bbba7d1f859.jpg?v=1753876921","url":"https:\/\/bookstorenmore.com\/en-de\/products\/machine-learning-modeling-for-spatial-temporal-prediction-of-geohazard-9783036597867","provider":"Bookstore N More","version":"1.0","type":"link"}