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Implementation of machine-learning classification in remote sensing: an applied review

International journal of remote sensing, 2018-05, Vol.39 (9), p.2784-2817

2018

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Evaluation of Sampling and Cross-Validation Tuning Strategies for Regional-Scale Machine Learning Classification

Remote sensing (Basel, Switzerland), 2019-01, Vol.11 (2), p.185

2019

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A time series of annual land use and land cover maps of China from 1982 to 2013 generated using AVHRR GIMMS NDVI3g data

Remote sensing of environment, 2017-09, Vol.199, p.201-217

2017

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Thematic Classification Accuracy Assessment with Inherently Uncertain Boundaries: An Argument for Center-Weighted Accuracy Assessment Metrics

Remote sensing (Basel, Switzerland), 2020-06, Vol.12 (12), p.1905

2020

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Cost-effective disaster-induced land cover analysis: a semi-automatic methodology Using machine learning and satellite imagery

International journal of remote sensing, 2024-01, Vol.45 (2), p.279-305

2024

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Regional Spatiotemporal Patterns of Fire in the Eurasian Subarctic Based on Satellite Imagery

Remote sensing (Basel, Switzerland), 2022-12, Vol.14 (24), p.6200

2022

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Selecting and Interpreting Multiclass Loss and Accuracy Assessment Metrics for Classifications with Class Imbalance: Guidance and Best Practices

Remote sensing (Basel, Switzerland), 2024-01, Vol.16 (3), p.533

2024

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Spatiotemporal Evolution of Land Subsidence in the Beijing Plain 2003–2015 Using Persistent Scatterer Interferometry (PSI) with Multi-Source SAR Data

Remote sensing (Basel, Switzerland), 2018-04, Vol.10 (4), p.552

2018

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Large-Area, High Spatial Resolution Land Cover Mapping Using Random Forests, GEOBIA, and NAIP Orthophotography: Findings and Recommendations

Remote sensing (Basel, Switzerland), 2019-06, Vol.11 (12), p.1409

2019

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Reduction of Subsidence and Large-Scale Rebound in the Beijing Plain after Anthropogenic Water Transfer and Ecological Recharge of Groundwater: Evidence from Long Time-Series Satellites InSAR

Remote sensing (Basel, Switzerland), 2024-05, Vol.16 (9), p.1528

2024

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Altered glutamate clearance in ascorbate deficient mice increases seizure susceptibility and contributes to cognitive impairment in APP/PSEN1 mice

Neurobiology of aging, 2018-11, Vol.71, p.241-254

2018

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Low brain ascorbic acid increases susceptibility to seizures in mouse models of decreased brain ascorbic acid transport and Alzheimer's disease

Epilepsy research, 2015-02, Vol.110, p.20-25

2015

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Change Detection Accuracy and Image Properties: A Study Using Simulated Data

Remote sensing (Basel, Switzerland), 2010-06, Vol.2 (6), p.1508-1529

2010

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How to write an effective peer-review report: an editor's perspective

International journal of remote sensing, 2019-07, Vol.40 (13), p.4871-4875

Warner, Timothy A.

2019

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Accuracy Assessment in Convolutional Neural Network-Based Deep Learning Remote Sensing Studies—Part 1: Literature Review

Remote sensing (Basel, Switzerland), 2021-07, Vol.13 (13), p.2450

2021

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Remote Sensing of Night-time Light

1, 2022

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Effects of Training Set Size on Supervised Machine-Learning Land-Cover Classification of Large-Area High-Resolution Remotely Sensed Data

Remote sensing (Basel, Switzerland), 2021-02, Vol.13 (3), p.368

2021

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The information milieu of remote sensing: an overview

Reference services review, 2014-06, Vol.42 (2), p.351-363

2014

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Accuracy Assessment in Convolutional Neural Network-Based Deep Learning Remote Sensing Studies—Part 2: Recommendations and Best Practices

Remote sensing (Basel, Switzerland), 2021-07, Vol.13 (13), p.2591

2021

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Discriminating tree species at different taxonomic levels using multi-temporal WorldView-3 imagery in Washington D.C., USA

Remote sensing of environment, 2020-09, Vol.246, p.111811, Article 111811

2020

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Drones - the third generation source of remote sensing data

International journal of remote sensing, 2018-11, Vol.39 (21), p.7125-7137

2018

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Quantify Wheat Canopy Leaf Angle Distribution Using Terrestrial Laser Scanning Data

IEEE transactions on geoscience and remote sensing, 2024, Vol.62, p.1-15

2024

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Multi-scale GEOBIA with very high spatial resolution digital aerial imagery: scale, texture and image objects

International journal of remote sensing, 2011-01, Vol.32 (10), p.2825-2850

2011

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Characterizing seasonal and long-term dynamics of a lacustrine wetland in Xinjiang, China, using dense time-series remote sensing imagery

International journal of remote sensing, 2022-07, Vol.43 (14), p.5502-5525

2022

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Reduced rate of land subsidence since 2016 in Beijing, China: evidence from Tomo-PSInSAR using RadarSAT-2 and Sentinel-1 datasets

International journal of remote sensing, 2020-02, Vol.41 (4), p.1259-1285

2020

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Implementation of machine-learning classification in remote sensing: an applied review

Evaluation of Sampling and Cross-Validation Tuning Strategies for Regional-Scale Machine Learning Classification

A time series of annual land use and land cover maps of China from 1982 to 2013 generated using AVHRR GIMMS NDVI3g data

Thematic Classification Accuracy Assessment with Inherently Uncertain Boundaries: An Argument for Center-Weighted Accuracy Assessment Metrics

Cost-effective disaster-induced land cover analysis: a semi-automatic methodology Using machine learning and satellite imagery

Regional Spatiotemporal Patterns of Fire in the Eurasian Subarctic Based on Satellite Imagery

Selecting and Interpreting Multiclass Loss and Accuracy Assessment Metrics for Classifications with Class Imbalance: Guidance and Best Practices

Spatiotemporal Evolution of Land Subsidence in the Beijing Plain 2003–2015 Using Persistent Scatterer Interferometry (PSI) with Multi-Source SAR Data

Large-Area, High Spatial Resolution Land Cover Mapping Using Random Forests, GEOBIA, and NAIP Orthophotography: Findings and Recommendations

Reduction of Subsidence and Large-Scale Rebound in the Beijing Plain after Anthropogenic Water Transfer and Ecological Recharge of Groundwater: Evidence from Long Time-Series Satellites InSAR

Altered glutamate clearance in ascorbate deficient mice increases seizure susceptibility and contributes to cognitive impairment in APP/PSEN1 mice

Low brain ascorbic acid increases susceptibility to seizures in mouse models of decreased brain ascorbic acid transport and Alzheimer's disease

Change Detection Accuracy and Image Properties: A Study Using Simulated Data

How to write an effective peer-review report: an editor's perspective

Accuracy Assessment in Convolutional Neural Network-Based Deep Learning Remote Sensing Studies—Part 1: Literature Review

Remote Sensing of Night-time Light

Effects of Training Set Size on Supervised Machine-Learning Land-Cover Classification of Large-Area High-Resolution Remotely Sensed Data

The information milieu of remote sensing: an overview

Accuracy Assessment in Convolutional Neural Network-Based Deep Learning Remote Sensing Studies—Part 2: Recommendations and Best Practices

Discriminating tree species at different taxonomic levels using multi-temporal WorldView-3 imagery in Washington D.C., USA

Drones - the third generation source of remote sensing data

Quantify Wheat Canopy Leaf Angle Distribution Using Terrestrial Laser Scanning Data

Multi-scale GEOBIA with very high spatial resolution digital aerial imagery: scale, texture and image objects

Characterizing seasonal and long-term dynamics of a lacustrine wetland in Xinjiang, China, using dense time-series remote sensing imagery

Reduced rate of land subsidence since 2016 in Beijing, China: evidence from Tomo-PSInSAR using RadarSAT-2 and Sentinel-1 datasets

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