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International Journal of Geographical Information Science Volume 33, 2019 - Issue 4
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Research Articles

A spatio-contextual probabilistic model for extracting linear features in hilly terrains from high-resolution DEM data

Xiran Zhoua School of Geographical Sciences and Urban Planning, Arizona State University, Tempe, AZ, USAORCID Iconhttps://orcid.org/0000-0002-2567-0313View further author information
ORCID Icon,
Wenwen Lia School of Geographical Sciences and Urban Planning, Arizona State University, Tempe, AZ, USACorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0003-2237-9499View further author information
ORCID Icon &
Samantha T. Arundelb Center of Excellence for Geospatial Information Science (CEGIS), U.S. Geological Survey, Rolla, MO, USAORCID Iconhttps://orcid.org/0000-0002-4863-0138View further author information
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Pages 666-686 | Received 13 Mar 2017, Accepted 28 Nov 2018, Published online: 21 Dec 2018

Citations (14)

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Wenwen Li, Chia-Yu Hsu & Maosheng Hu. (2021) Tobler’s First Law in GeoAI: A Spatially Explicit Deep Learning Model for Terrain Feature Detection under Weak Supervision. Annals of the American Association of Geographers 111:7, pages 1887-1905.
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Articles from other publishers (13)

Fan Yang, Xiaozhi Men, Yangsheng Liu, Huigeng Mao, Yingnan Wang, Li Wang, Xiran Zhou, Chong Niu & Xiao Xie. (2023) Estimation of Landslide and Mudslide Susceptibility with Multi-Modal Remote Sensing Data and Semantics: The Case of Yunnan Mountain Area. Land 12:10, pages 1949.
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Chong Niu, Kebo Ma, Xiaoyong Shen, Xiaoming Wang, Xiao Xie, Lin Tan & Yong Xue. (2023) Attention-Enhanced Region Proposal Networks for Multi-Scale Landslide and Mudslide Detection from Optical Remote Sensing Images. Land 12:2, pages 313.
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Rong Wang, Haowen Yan & Xiaomin Lu. (2022) Quantitative Relations between Topological Similarity Degree and Map Scale Change of Contour Clusters in Multi-Scale Map Spaces. ISPRS International Journal of Geo-Information 11:4, pages 268.
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E. Lynn Usery, Samantha T. Arundel, Ethan Shavers, Lawrence Stanislawski, Philip Thiem & Dalia Varanka. (2021) GeoAI in the US Geological Survey for topographic mapping. Transactions in GIS 26:1, pages 25-40.
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Rahul Malik & Madaan Nishi. (2021) RETRACTED ARTICLE: Flexible big data approach for geospatial analysis. Journal of Ambient Intelligence and Humanized Computing 13:2, pages 737-756.
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Špela Čonč, Teresa Oliveira, Ruben Portas, Rok Černe, Mateja Breg Valjavec & Miha Krofel. (2022) Dolines and Cats: Remote Detection of Karst Depressions and Their Application to Study Wild Felid Ecology. Remote Sensing 14:3, pages 656.
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Xiran Zhou, Bing Xue, Yong Xue, Xiao Xie, Jun Yang & Kai Qin. (2022) An Exploratory Evaluation of Multiscale Data Analysis for Landform Element Detection on High-Resolution DEM. IEEE Geoscience and Remote Sensing Letters 19, pages 1-5.
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Sizhe Wang & Wenwen Li. (2021) GeoAI in terrain analysis: Enabling multi-source deep learning and data fusion for natural feature detection. Computers, Environment and Urban Systems 90, pages 101715.
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Xiao Xie, Xiran Zhou, Bing Xue, Yong Xue, Kai Qin, Jingzhong Li & Jun Yang. (2021) Aspect in Topography to Enhance Fine-detailed Landform Element Extraction on High-resolution DEM. Chinese Geographical Science 31:5, pages 915-930.
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Igor Florinsky. (2021) Geomorphometry today. InterCarto. InterGIS 27:2, pages 394-448.
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Xiran Zhou, Xiao Xie, Yong Xue, Bing Xue, Kai Qin & Weijiang Dai. (2020) Bag of Geomorphological Words: A Framework for Integrating Terrain Features and Semantics to Support Landform Object Recognition from High-Resolution Digital Elevation Models. ISPRS International Journal of Geo-Information 9:11, pages 620.
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Meirman Syzdykbayev, Bobak Karimi & Hassan A. Karimi. (2020) A Method for Extracting Some Key Terrain Features from Shaded Relief of Digital Terrain Models. Remote Sensing 12:17, pages 2809.
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David Deibe, Margarita Amor & Ramón Doallo. (2020) Big Data Geospatial Processing for Massive Aerial LiDAR Datasets. Remote Sensing 12:4, pages 719.
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