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How much does multi-temporal Sentinel-2 data improve crop type classification?

International journal of applied earth observation and geoinformation, 2018-10, Vol.72, p.122-130

2018

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Large carnivore expansion in Europe is associated with human population density and land cover changes

Diversity & distributions, 2021-04, Vol.27 (4), p.602-617

2021

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Tree species classification using Sentinel-2 imagery and Bayesian inference

ITC journal, 2021-08, Vol.100, p.102318, Article 102318

2021

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Mapping wetland using the object-based stacked generalization method based on multi-temporal optical and SAR data

International journal of applied earth observation and geoinformation, 2020-10, Vol.92, p.102164, Article 102164

2020

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Automated Production of a Land Cover/Use Map of Europe Based on Sentinel-2 Imagery

Remote sensing (Basel, Switzerland), 2020-11, Vol.12 (21), p.3523

2020

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Multi-temporal assessment of grassland α- and β-diversity using hyperspectral imaging

Ecological applications, 2020-10, Vol.30 (7), p.1-13

2020

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Deep learning based multi-temporal crop classification

Remote sensing of environment, 2019-02, Vol.221, p.430-443

2019

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Utilizing multitemporal indices and spectral bands of Sentinel-2 to enhance land use and land cover classification with random forest and support vector machine

Advances in space research, 2024-08

2024

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Multi-temporal-spatial-scale temporal convolution network for short-term load forecasting of power systems

Applied energy, 2021-02, Vol.283, p.116328, Article 116328

2021

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A new generation of the United States National Land Cover Database: Requirements, research priorities, design, and implementation strategies

ISPRS journal of photogrammetry and remote sensing, 2018-12, Vol.146, p.108-123

2018

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Pronounced increase in slope instability linked to global warming: A case study from the eastern European Alps

Earth surface processes and landforms, 2021-06, Vol.46 (7), p.1328-1347

2021

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ChangeMask: Deep multi-task encoder-transformer-decoder architecture for semantic change detection

ISPRS journal of photogrammetry and remote sensing, 2022-01, Vol.183, p.228-239

2022

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Mapping global urban boundaries from the global artificial impervious area (GAIA) data

Environmental research letters, 2020-09, Vol.15 (9), p.94044

2020

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Crop yield prediction from multi-spectral, multi-temporal remotely sensed imagery using recurrent 3D convolutional neural networks

International journal of applied earth observation and geoinformation, 2021-10, Vol.102, p.102436, Article 102436

2021

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Variations in the susceptibility to landslides, as a consequence of land cover changes: A look to the past, and another towards the future

The Science of the total environment, 2017-12, Vol.601-602, p.1147-1159

2017

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3D Convolutional Neural Networks for Crop Classification with Multi-Temporal Remote Sensing Images

Remote sensing (Basel, Switzerland), 2018-01, Vol.10 (2), p.75

2018

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Long-term and fine-scale satellite monitoring of the urban heat island effect by the fusion of multi-temporal and multi-sensor remote sensed data: A 26-year case study of the city of Wuhan in China

Remote sensing of environment, 2016-01, Vol.172, p.109-125

2016

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Urban flood mapping with an active self-learning convolutional neural network based on TerraSAR-X intensity and interferometric coherence

ISPRS journal of photogrammetry and remote sensing, 2019-06, Vol.152, p.178-191

2019

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An integrated assessment of erosion drivers facilitating gully expansion rates—A near century multi‐temporal analysis from South Africa

Land degradation & development, 2024-07, Vol.35 (11), p.3675-3699

2024

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A methodology for mapping annual flood extent using multi-temporal Sentinel-1 imagery

Remote sensing of environment, 2022-12, Vol.282, p.113273, Article 113273

2022

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Long-term effects of water stress on hyperspectral remote sensing indicators in young radiata pine

Forest ecology and management, 2021-12, Vol.502, p.119707, Article 119707

2021

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Evaluation of Sentinel-1 & 2 time series for predicting wheat and rapeseed phenological stages

ISPRS journal of photogrammetry and remote sensing, 2020-05, Vol.163, p.231-256

2020

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Understanding the temporal behavior of crops using Sentinel-1 and Sentinel-2-like data for agricultural applications

Remote sensing of environment, 2017-09, Vol.199, p.415-426

2017

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Optimizing and comparing gap-filling techniques using simulated NDVI time series from remotely sensed global data

International journal of applied earth observation and geoinformation, 2019-04, Vol.76, p.93-111

2019

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MAPPING THE EXTENT AND MAGNITUDE OF SEVER FLOODING INDUCED BY HURRICANE IRMA WITH MULTI-TEMPORAL SENTINEL-1 SAR AND INSAR OBSERVATIONS

International archives of the photogrammetry, remote sensing and spatial information sciences., 2018-04, Vol.XLII-3, p.2237-2244

2018

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How much does multi-temporal Sentinel-2 data improve crop type classification?

Large carnivore expansion in Europe is associated with human population density and land cover changes

Tree species classification using Sentinel-2 imagery and Bayesian inference

Mapping wetland using the object-based stacked generalization method based on multi-temporal optical and SAR data

Automated Production of a Land Cover/Use Map of Europe Based on Sentinel-2 Imagery

Multi-temporal assessment of grassland α- and β-diversity using hyperspectral imaging

Deep learning based multi-temporal crop classification

Utilizing multitemporal indices and spectral bands of Sentinel-2 to enhance land use and land cover classification with random forest and support vector machine

Multi-temporal-spatial-scale temporal convolution network for short-term load forecasting of power systems

A new generation of the United States National Land Cover Database: Requirements, research priorities, design, and implementation strategies

Pronounced increase in slope instability linked to global warming: A case study from the eastern European Alps

ChangeMask: Deep multi-task encoder-transformer-decoder architecture for semantic change detection

Mapping global urban boundaries from the global artificial impervious area (GAIA) data

Crop yield prediction from multi-spectral, multi-temporal remotely sensed imagery using recurrent 3D convolutional neural networks

Variations in the susceptibility to landslides, as a consequence of land cover changes: A look to the past, and another towards the future

3D Convolutional Neural Networks for Crop Classification with Multi-Temporal Remote Sensing Images

Long-term and fine-scale satellite monitoring of the urban heat island effect by the fusion of multi-temporal and multi-sensor remote sensed data: A 26-year case study of the city of Wuhan in China

Urban flood mapping with an active self-learning convolutional neural network based on TerraSAR-X intensity and interferometric coherence

An integrated assessment of erosion drivers facilitating gully expansion rates—A near century multi‐temporal analysis from South Africa

A methodology for mapping annual flood extent using multi-temporal Sentinel-1 imagery

Long-term effects of water stress on hyperspectral remote sensing indicators in young radiata pine

Evaluation of Sentinel-1 & 2 time series for predicting wheat and rapeseed phenological stages

Understanding the temporal behavior of crops using Sentinel-1 and Sentinel-2-like data for agricultural applications

Optimizing and comparing gap-filling techniques using simulated NDVI time series from remotely sensed global data

MAPPING THE EXTENT AND MAGNITUDE OF SEVER FLOODING INDUCED BY HURRICANE IRMA WITH MULTI-TEMPORAL SENTINEL-1 SAR AND INSAR OBSERVATIONS

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