Classification of Land Cover, Forest, and Tree Species Classes with ZiYuan-3 Multispectral and Stereo Data

Coastal wetland classification with multiseasonal high-spatial resolution satellite imagery

(2018) Nan Li et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Artificial Mangrove Species Mapping Using Pléiades-1: An Evaluation of Pixel-Based and Object-Based Classifications with Selected Machine Learning Algorithms

(2018) Dezhi Wang et al.   Remote Sensing

Evaluation of Different Machine Learning Algorithms for Scalable Classification of Tree Types and Tree Species Based on Sentinel-2 Data

(2018) Mathias Wessel et al.   Remote Sensing

Tree Classification in Complex Forest Point Clouds Based on Deep Learning

(2017) Xinhuai Zou et al.   IEEE Geoscience and Remote Sensing Letters

Examining effective use of data sources and modeling algorithms for improving biomass estimation in a moist tropical forest of the Brazilian Amazon

(2017) Yunyun Feng et al.   International Journal of Digital Earth

MugNet: Deep learning for hyperspectral image classification using limited samples

(2017) Bin Pan et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Comparison of support vector machine, random forest and neural network classifiers for tree species classification on airborne hyperspectral APEX images

(2017) Edwin Raczko et al.   European Journal of Remote Sensing

Mapping Torreya grandis Spatial Distribution Using High Spatial Resolution Satellite Imagery with the Expert Rules-Based Approach

(2017) Yajie Wang et al.   Remote Sensing

An Object-Based Semantic Classification Method for High Resolution Remote Sensing Imagery Using Ontology

(2017) Haiyan Gu et al.   Remote Sensing

Examining Spatial Distribution and Dynamic Change of Urban Land Covers in the Brazilian Amazon Using Multitemporal Multisensor High Spatial Resolution Satellite Imagery

(2017) Yunyun Feng et al.   Remote Sensing

Learning selfhood scales for urban land cover mapping with very-high-resolution satellite images

(2016) Xiuyuan Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Mapping tree species in tropical seasonal semi-deciduous forests with hyperspectral and multispectral data

(2016) Matheus Pinheiro Ferreira et al.   REMOTE SENSING OF ENVIRONMENT

Multi-criteria evaluation of topographic correction methods

(2016) Ion Sola et al.   REMOTE SENSING OF ENVIRONMENT

Review of studies on tree species classification from remotely sensed data

(2016) Fabian Ewald Fassnacht et al.   REMOTE SENSING OF ENVIRONMENT

Classification of Small-Scale Eucalyptus Plantations Based on NDVI Time Series Obtained from Multiple High-Resolution Datasets

(2016) Hailang Qiao et al.   Remote Sensing

A Comparison of Machine Learning Algorithms for Mapping of Complex Surface-Mined and Agricultural Landscapes Using ZiYuan-3 Stereo Satellite Imagery

(2016) Xianju Li et al.   Remote Sensing

Examining Spectral Reflectance Saturation in Landsat Imagery and Corresponding Solutions to Improve Forest Aboveground Biomass Estimation

(2016) Panpan Zhao et al.   Remote Sensing

Detection of Drought-Induced Hickory Disturbances in Western Lin An County, China, Using Multitemporal Landsat Imagery

(2016) Zhenyuan Xi et al.   Remote Sensing

Land Cover Extraction from High Resolution ZY-3 Satellite Imagery Using Ontology-Based Method

(2016) Heng Luo et al.   ISPRS International Journal of Geo-Information

Assessing the utility WorldView-2 imagery for tree species mapping in South African subtropical humid forest and the conservation implications: Dukuduku forest patch as case study

(2015) Moses Azong Cho et al.   International Journal of Applied Earth Observation and Geoinformation

Extraction of ground surface elevation from ZY-3 winter stereo imagery over deciduous forested areas

(2015) Wenjian Ni et al.   REMOTE SENSING OF ENVIRONMENT

Four decades of winter wetland changes in Poyang Lake based on Landsat observations between 1973 and 2013

(2015) Xingxing Han et al.   REMOTE SENSING OF ENVIRONMENT

A comparative analysis of approaches for successional vegetation classification in the Brazilian Amazon

(2014) Dengsheng Lu et al.   GIScience & Remote Sensing

Deep Learning-Based Classification of Hyperspectral Data

(2014) Yushi Chen et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

The roles of textural images in improving land-cover classification in the Brazilian Amazon

(2014) Dengsheng Lu et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Object-based classification using SPOT-5 imagery for Moso bamboo forest mapping

(2014) Ning Han et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Comparing the provision of ecosystem services in plantation forests under alternative climate change adaptation management options in Wales

(2014) Duncan Ray et al.   Regional Environmental Change

Topographic Correction of ZY-3 Satellite Images and Its Effects on Estimation of Shrub Leaf Biomass in Mountainous Areas

(2014) Ming-Liang Gao et al.   Remote Sensing

Classification of Australian Native Forest Species Using Hyperspectral Remote Sensing and Machine-Learning Classification Algorithms

(2013) Xiao Shang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Remote sensing of tea plantations using an SVM classifier and pattern-based accuracy assessment technique

(2013) Mustafa Dihkan et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Classifying a high resolution image of an urban area using super-object information

(2013) Brian Johnson et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Land Cover Classification in a Complex Urban-Rural Landscape with QuickBird Imagery

(2013) Dengsheng Lu et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Generation and Validation of High-Resolution DEMs from Worldview-2 Stereo Data

(2013) Umut G. Sefercik et al.   PHOTOGRAMMETRIC RECORD

Mapping deciduous rubber plantations through integration of PALSAR and multi-temporal Landsat imagery

(2013) Jinwei Dong et al.   REMOTE SENSING OF ENVIRONMENT

Terrestrial carbon balance in tropical Asia: Contribution from cropland expansion and land management

(2012) Bo Tao et al.   GLOBAL AND PLANETARY CHANGE

Tree Species Classification in Boreal Forests With Hyperspectral Data

(2012) Michele Dalponte et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Characterizing land-use classes in remote sensing imagery by shape metrics

(2012) Limin Jiao et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Comparative analysis of classification algorithms and multiple sensor data for land use/land cover classification in the Brazilian Amazon

(2012) Guiying Li et al.   Journal of Applied Remote Sensing

Combining object-based texture measures with a neural network for vegetation mapping in the Everglades from hyperspectral imagery

(2012) Caiyun Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Mapping tree species composition in South African savannas using an integrated airborne spectral and LiDAR system

(2012) Moses Azong Cho et al.   REMOTE SENSING OF ENVIRONMENT

Tree species classification in the Southern Alps based on the fusion of very high geometrical resolution multispectral/hyperspectral images and LiDAR data

(2012) Michele Dalponte et al.   REMOTE SENSING OF ENVIRONMENT

Tree Species Classification with Random Forest Using Very High Spatial Resolution 8-Band WorldView-2 Satellite Data

(2012) Markus Immitzer et al.   Remote Sensing

Data Fusion of Different Spatial Resolution Remote Sensing Images Applied to Forest-Type Mapping

(2011) P. Kempeneers et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Integration of texture and landscape features into object-based classification for delineating Torreya using IKONOS imagery

(2011) Ning Han et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Coastal wetland vegetation classification with a Landsat Thematic Mapper image

(2011) Yinlong Zhang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Identification of hazelnut fields using spectral and Gabor textural features

(2011) Selçuk Reis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

C-correction of optical satellite data over alpine vegetation areas: A comparison of sampling strategies for determining the empirical c-parameter

(2011) Heather Reese et al.   REMOTE SENSING OF ENVIRONMENT

Per-pixel vs. object-based classification of urban land cover extraction using high spatial resolution imagery

(2011) Soe W. Myint et al.   REMOTE SENSING OF ENVIRONMENT

Object-oriented mapping of landslides using Random Forests

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

Identification of Mangrove Areas by Remote Sensing: The ROC Curve Technique Applied to the Northwestern Mexico Coastal Zone Using Landsat Imagery

(2011) Luis C. Alatorre et al.   Remote Sensing

Tree species classification from fused active hyperspectral reflectance and LIDAR measurements

(2010) Eetu Puttonen et al.   FOREST ECOLOGY AND MANAGEMENT

Use of high-resolution satellite imagery in an integrated model to predict the distribution of shade coffee tree hybrid zones

(2010) C. Gomez et al.   REMOTE SENSING OF ENVIRONMENT

Synergistic use of QuickBird multispectral imagery and LIDAR data for object-based forest species classification

(2010) Yinghai Ke et al.   REMOTE SENSING OF ENVIRONMENT

Support Vector Machines for classification and regression

(2009) Richard G. Brereton et al.   ANALYST

Application of QuickBird and aerial imagery to detect Pinus radiata in remnant vegetation

(2009) NERISSA HABY et al.   AUSTRAL ECOLOGY

Summary of current radiometric calibration coefficients for Landsat MSS, TM, ETM+, and EO-1 ALI sensors

(2009) Gyanesh Chander et al.   REMOTE SENSING OF ENVIRONMENT

Plantation forests and biodiversity: oxymoron or opportunity?

(2008) Eckehard G. Brockerhoff et al.   BIODIVERSITY AND CONSERVATION

Species identification of individual trees by combining high resolution LiDAR data with multi‐spectral images

(2008) J. Holmgren et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING