Generating Terrain Data for Geomorphological Analysis by Integrating Topographical Features and Conditional Generative Adversarial Networks

Geomorphology-oriented digital terrain analysis: Progress and perspectives

(2021) Liyang Xiong et al.   Journal of Geographical Sciences

Extracting check dam areas from high‐resolution imagery based on the integration of object‐based image analysis and deep learning

(2021) Sijin Li et al.   LAND DEGRADATION & DEVELOPMENT

Using vertices of a triangular irregular network to calculate slope and aspect

(2021) Guanghui Hu et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Knowledge-Driven GeoAI: Integrating Spatial Knowledge into Multi-Scale Deep Learning for Mars Crater Detection

(2021) Chia-Yu Hsu et al.   Remote Sensing

Integrating topographic knowledge into deep learning for the void-filling of digital elevation models

(2021) Sijin Li et al.   REMOTE SENSING OF ENVIRONMENT

Analysis of Wetland Landcover Change in Great Lakes Urban Areas Using Self-Organizing Maps

(2021) Elissa Penfound et al.   Remote Sensing

Automatic watershed delineation in the Tibetan endorheic basin: A lake-oriented approach based on digital elevation models

(2020) Kai Liu et al.   GEOMORPHOLOGY

Deep learning-based approach for landform classification from integrated data sources of digital elevation model and imagery

(2020) Sijin Li et al.   GEOMORPHOLOGY

Deep learning in environmental remote sensing: Achievements and challenges

(2020) Qiangqiang Yuan et al.   REMOTE SENSING OF ENVIRONMENT

Geographically and temporally weighted neural networks for satellite-based mapping of ground-level PM2.5

(2020) Tongwen Li et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Quantification of terrain plan concavity and convexity using aspect vectors from digital elevation models

(2020) Guanghui Hu et al.   GEOMORPHOLOGY

Spatial interpolation using conditional generative adversarial neural networks

(2019) Di Zhu et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

A Review of Digital Terrain Modeling

(2019) Eric Galin et al.   COMPUTER GRAPHICS FORUM

Integrated edge detection and terrain analysis for agricultural terrace delineation from remote sensing images

(2019) Wen Dai et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond

(2019) Krzysztof Janowicz et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

MedGAN: Medical image translation using GANs

(2019) Karim Armanious et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Object detection in optical remote sensing images: A survey and a new benchmark

(2019) Ke Li et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Bank gully extraction from DEMs utilizing the geomorphologic features of a loess hilly area in China

(2018) Xin Yang et al.   Frontiers of Earth Science

Deep Convolutional Neural Networks for Automated Characterization of Arctic Ice-Wedge Polygons in Very High Spatial Resolution Aerial Imagery

(2018) Weixing Zhang et al.   Remote Sensing

Automated terrain feature identification from remote sensing imagery: a deep learning approach

(2018) Wenwen Li et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

A practical method for reducing terrain effect on land surface temperature using random forest regression

(2018) Wei Zhao et al.   REMOTE SENSING OF ENVIRONMENT

Chinese progress in geomorphometry

(2017) Guonian Lv et al.   Journal of Geographical Sciences

Land-surface segmentation as a method to create strata for spatial sampling and its potential for digital soil mapping

(2016) L. Drăguţ et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Scene Classification Based on the Multifeature Fusion Probabilistic Topic Model for High Spatial Resolution Remote Sensing Imagery

(2015) Yanfei Zhong et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Geomorphological inheritance for loess landform evolution in a severe soil erosion region of Loess Plateau of China based on digital elevation models

(2014) LiYang Xiong et al.   Science China-Earth Sciences

Terrain generation using procedural models based on hydrology

(2013) Jean-David Génevaux et al.   ACM TRANSACTIONS ON GRAPHICS

Modeling the evolution of loess-covered landforms in the Loess Plateau of China using a DEM of underground bedrock surface

(2013) Li-Yang Xiong et al.   GEOMORPHOLOGY

Landform-oriented flow-routing algorithm for the dual-structure loess terrain based on digital elevation models

(2013) Liyang Xiong et al.   HYDROLOGICAL PROCESSES

Uncertainty due to DEM error in landslide susceptibility mapping

(2013) Cheng-Zhi Qin et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

The recent advancement in digital terrain analysis and modeling

(2013) Qiming Zhou et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Geomorphometry and landform mapping: What is a landform?

(2011) Ian S. Evans   GEOMORPHOLOGY

Digital terrain modeling

(2011) John P. Wilson   GEOMORPHOLOGY

Object-based classification of landforms based on their local geometry and geomorphometric context

(2011) Deniz Gerçek et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Positive and negative terrains on northern Shaanxi Loess Plateau

(2010) Yi Zhou et al.   Journal of Geographical Sciences

Integrating Landsat TM and SRTM-DEM derived variables with decision trees for habitat classification and change detection in complex neotropical environments

(2008) Steven E. Sesnie et al.   REMOTE SENSING OF ENVIRONMENT

Geomorphic expression of neotectonic activity in a low relief area in an Airborne Laser Scanning DTM: A case study of the Little Hungarian Plain (Pannonian Basin)

(2008) Balázs Székely et al.   TECTONOPHYSICS