Mapping Post-Earthquake Landslide Susceptibility: A U-Net Like Approach
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Title
Mapping Post-Earthquake Landslide Susceptibility: A U-Net Like Approach
Authors
Keywords
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Journal
Remote Sensing
Volume 12, Issue 17, Pages 2767
Publisher
MDPI AG
Online
2020-08-26
DOI
10.3390/rs12172767
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- (2019) Yi Wang et al. SCIENCE OF THE TOTAL ENVIRONMENT
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- Accounting for covariate distributions in slope-unit-based landslide susceptibility models. A case study in the alpine environment
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- Application of convolutional neural networks featuring Bayesian optimization for landslide susceptibility assessment
- (2019) Maher Ibrahim Sameen et al. CATENA
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- (2019) Abbas Abbaszadeh Shahri et al. CATENA
- USGS Near‐Real‐Time Products—and Their Use—for the 2018 Anchorage Earthquake
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- (2018) Liang Cao et al. MULTIMEDIA TOOLS AND APPLICATIONS
- Pixel-wise regression using U-Net and its application on pansharpening
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- A global slope unit-based method for the near real-time prediction of earthquake-induced landslides
- (2018) Hakan Tanyas et al. GEOMORPHOLOGY
- Google Earth Engine: Planetary-scale geospatial analysis for everyone
- (2017) Noel Gorelick et al. REMOTE SENSING OF ENVIRONMENT
- An Improved Information Value Model Based on Gray Clustering for Landslide Susceptibility Mapping
- (2017) Qianqian Ba et al. ISPRS International Journal of Geo-Information
- A review of the 2005 Kashmir earthquake-induced landslides; from a remote sensing prospective
- (2016) Muhammad Shafique et al. JOURNAL OF ASIAN EARTH SCIENCES
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- (2015) Yann LeCun et al. NATURE
- Ecologically-Relevant Maps of Landforms and Physiographic Diversity for Climate Adaptation Planning
- (2015) David M. Theobald et al. PLoS One
- Development and application of Shannon’s entropy integrated information value model for landslide susceptibility assessment and zonation in Sikkim Himalayas in India
- (2014) L. P. Sharma et al. NATURAL HAZARDS
- Application of weights-of-evidence and certainty factor models and their comparison in landslide susceptibility mapping at Haraz watershed, Iran
- (2012) Hamid Reza Pourghasemi et al. Arabian Journal of Geosciences
- A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS
- (2012) Biswajeet Pradhan COMPUTERS & GEOSCIENCES
- Application of a neuro-fuzzy model to landslide-susceptibility mapping for shallow landslides in a tropical hilly area
- (2011) Hyun-Joo Oh et al. COMPUTERS & GEOSCIENCES
- Landslide susceptibility mapping at Hoa Binh province (Vietnam) using an adaptive neuro-fuzzy inference system and GIS
- (2011) Dieu Tien Bui et al. COMPUTERS & GEOSCIENCES
- Landslides induced by the Wenchuan earthquake and the subsequent strong rainfall event: A case study in the Beichuan area of China
- (2011) Chuan Tang et al. ENGINEERING GEOLOGY
- Landslide susceptibility assessment using SVM machine learning algorithm
- (2011) Miloš Marjanović et al. ENGINEERING GEOLOGY
- Landslide susceptibility maps comparing frequency ratio and artificial neural networks: a case study from the Nepal Himalaya
- (2010) Chandra Prakash Poudyal et al. Environmental Earth Sciences
- Atlas of remote sensing of the Wenchuan earthquake
- (2010) J.L. van Genderen International Journal of Digital Earth
- Spatial distribution of landslides triggered by the 2008 Ms 8.0 Wenchuan earthquake, China
- (2010) F.C. Dai et al. JOURNAL OF ASIAN EARTH SCIENCES
- Characteristics of landslides induced by the great Wenchuan earthquake
- (2010) Huiming Tang et al. Journal of Earth Science
- An integrated perspective of the continuum between earthquakes and slow-slip phenomena
- (2010) Zhigang Peng et al. Nature Geoscience
- Emergency assessment of seismic landslide susceptibility: a case study of the 2008 Wenchuan earthquake affected area
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- Knowledge-Based Landslide Susceptibility Zonation System
- (2009) Jayanta Kumar Ghosh et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- Landslide hazards triggered by the 2008 Wenchuan earthquake, Sichuan, China
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- The USGS Earthquake Notification Service (ENS): Customizable Notifications of Earthquakes around the Globe
- (2008) L. A. Wald et al. SEISMOLOGICAL RESEARCH LETTERS
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