Evaluation of Three Different Machine Learning Methods for Object-Based Artificial Terrace Mapping—A Case Study of the Loess Plateau, China

Terrace extraction based on remote sensing images and digital elevation model in the loess plateau, China

(2020) Lanhua Luo et al.   Earth Science Informatics

Optimized Segmentation Based on the Weighted Aggregation Method for Loess Bank Gully Mapping

(2020) Hu Ding et al.   Remote Sensing

Comparative study of landslide susceptibility mapping with different recurrent neural networks

(2020) Yi Wang et al.   COMPUTERS & GEOSCIENCES

Multiplatform-SfM and TLS Data Fusion for Monitoring Agricultural Terraces in Complex Topographic and Landcover Conditions

(2020) Sara Cucchiaro et al.   Remote Sensing

UAV-Based Terrain Modeling under Vegetation in the Chinese Loess Plateau: A Deep Learning and Terrain Correction Ensemble Framework

(2020) Jiaming Na et al.   Remote Sensing

Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection

(2019) Omid Ghorbanzadeh et al.   Remote Sensing

Accuracy Assessment of the Planar Morphology of Valley Bank Gullies Extracted with High Resolution Remote Sensing Imagery on the Loess Plateau, China

(2019) Yixian Chen et al.   International Journal of Environmental Research and Public Health

Comparing Deep Neural Networks, Ensemble Classifiers, and Support Vector Machine Algorithms for Object-Based Urban Land Use/Land Cover Classification

(2019) Shahab Eddin Jozdani et al.   Remote Sensing

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

Landslide Detection Using Multi-Scale Image Segmentation and Different Machine Learning Models in the Higher Himalayas

(2019) Sepideh Tavakkoli Piralilou et al.   Remote Sensing

Landslide susceptibility mapping using J48 Decision Tree with AdaBoost, Bagging and Rotation Forest ensembles in the Guangchang area (China)

(2018) Haoyuan Hong et al.   CATENA

Stability analysis unit and spatial distribution pattern of the terrain texture in the northern Shaanxi Loess Plateau

(2018) Hu Ding et al.   Journal of Mountain Science

Drainage basin object-based method for regional-scale landform classification: a case study of loess area in China

(2018) Li-Yang Xiong et al.   PHYSICAL GEOGRAPHY

Improving Landslide Detection from Airborne Laser Scanning Data Using Optimized Dempster–Shafer

(2018) Mustafa Mezaal et al.   Remote Sensing

Self-adaptive segmentation of satellite images based on a weighted aggregation approach

(2018) Ziqian Xiong et al.   GIScience & Remote Sensing

Scale Matters: Spatially Partitioned Unsupervised Segmentation Parameter Optimization for Large and Heterogeneous Satellite Images

(2018) Stefanos Georganos et al.   Remote Sensing

Less is more: optimizing classification performance through feature selection in a very-high-resolution remote sensing object-based urban application

(2017) Stefanos Georganos et al.   GIScience & Remote Sensing

A regression modelling approach for optimizing segmentation scale parameters to extract buildings of different sizes

(2017) Shahab E. Jozdani et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A review of supervised object-based land-cover image classification

(2017) Lei Ma et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Extraction of Terraces on the Loess Plateau from High-Resolution DEMs and Imagery Utilizing Object-Based Image Analysis

(2017) Hanqing Zhao et al.   ISPRS International Journal of Geo-Information

Flood dynamics in urbanised landscapes: 100 years of climate and humans’ interaction

(2017) G. Sofia et al.   Scientific Reports

Field data-based implementation of land management and terraces on the catchment scale for an eco-hydrological modelling approach in the Three Gorges Region, China

(2016) Alexander Strehmel et al.   AGRICULTURAL WATER MANAGEMENT

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Bioactive Molecule Prediction Using Extreme Gradient Boosting

(2016) Ismail Babajide Mustapha et al.   MOLECULES

Effects of farming terraces on hydrological and geomorphological processes. A review

(2015) J. Arnáez et al.   CATENA

Assessment of bank gully development and vegetation coverage on the Chinese Loess Plateau

(2015) Zhen Li et al.   GEOMORPHOLOGY

Training set size, scale, and features in Geographic Object-Based Image Analysis of very high resolution unmanned aerial vehicle imagery

(2015) Lei Ma et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Using topographical attributes to evaluate gully erosion proneness (susceptibility) in two mediterranean basins: advantages and limitations

(2015) Álvaro Gómez-Gutiérrez et al.   NATURAL HAZARDS

Image Segmentation Parameter Optimization Considering Within- and Between-Segment Heterogeneity at Multiple Scale Levels: Test Case for Mapping Residential Areas Using Landsat Imagery

(2015) Brian Johnson et al.   ISPRS International Journal of Geo-Information

Detection of Gully-Affected Areas by Applying Object-Based Image Analysis (OBIA) in the Region of Taroudannt, Morocco

(2014) Sebastian d'Oleire-Oltmanns et al.   Remote Sensing

Traditional landscape and rural development: comparative study in three terraced areas in northern, central and southern Italy to evaluate the efficacy of GAEC standard 4.4 of cross compliance

(2014) Mauro Agnoletti et al.   Italian Journal of Agronomy

The Grain for Green Project induced land cover change in the Loess Plateau: A case study with Ansai County, Shanxi Province, China

(2012) Decheng Zhou et al.   ECOLOGICAL INDICATORS

Sloping farmland identification using hierarchical classification in the Xi-He region of China

(2012) Yi Li et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Modeling the impacts of integrated small watershed management on soil erosion and sediment delivery: A case study in the Three Gorges Area, China

(2012) Z.H. Shi et al.   JOURNAL OF HYDROLOGY

Object-based gully feature extraction using high spatial resolution imagery

(2011) Rajesh B.V. Shruthi et al.   GEOMORPHOLOGY

Unsupervised image segmentation evaluation and refinement using a multi-scale approach

(2011) Brian Johnson et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Object-oriented mapping of landslides using Random Forests

(2011) André Stumpf et al.   REMOTE SENSING OF ENVIRONMENT

ESP: a tool to estimate scale parameter for multiresolution image segmentation of remotely sensed data

(2010) Lucian Drǎguţ et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Object based image analysis for remote sensing

(2009) T. Blaschke   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Representation of agricultural conservation practices with SWAT

(2007) Mazdak Arabi et al.   HYDROLOGICAL PROCESSES