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Advances in Remote Sensing of Agriculture: Context Description, Existing Operational Monitoring Systems and Major Information Needs

Remote sensing (Basel, Switzerland), 2013-02, Vol.5 (2), p.949-981

Atzberger, Clement

2013

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First Experience with Sentinel-2 Data for Crop and Tree Species Classifications in Central Europe

Remote sensing (Basel, Switzerland), 2016, Vol.8 (3), p.166-166

2016

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Spatially constrained inversion of radiative transfer models for improved LAI mapping from future Sentinel-2 imagery

Remote sensing of environment, 2012-05, Vol.120, p.208-218

2012

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

Remote sensing (Basel, Switzerland), 2012-09, Vol.4 (9), p.2661-2693

2012

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Individual Tree Crown Segmentation and Classification of 13 Tree Species Using Airborne Hyperspectral Data

Remote sensing (Basel, Switzerland), 2018-08, Vol.10 (8), p.1218

2018

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Inter-comparison of four models for smoothing satellite sensor time-series data to estimate vegetation phenology

Remote sensing of environment, 2012-08, Vol.123, p.400-417

2012

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Using Low Resolution Satellite Imagery for Yield Prediction and Yield Anomaly Detection

Remote Sensing, 2013-04, Vol.5 (4), p.1704-1733

2013

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Optimal Input Features for Tree Species Classification in Central Europe Based on Multi-Temporal Sentinel-2 Data

Remote sensing (Basel, Switzerland), 2019-11, Vol.11 (22), p.2599

2019

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Tree Species Diversity Mapping—Success Stories and Possible Ways Forward

Remote sensing (Basel, Switzerland), 2023-06, Vol.15 (12), p.3074

2023

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Comparative analysis of three chemometric techniques for the spectroradiometric assessment of canopy chlorophyll content in winter wheat

Computers and electronics in agriculture, 2010-08, Vol.73 (2), p.165-173

2010

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Data Service Platform for Sentinel-2 Surface Reflectance and Value-Added Products: System Use and Examples

Remote sensing (Basel, Switzerland), 2016-11, Vol.8 (11), p.938-938

2016

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Evaluation of the PROSAIL Model Capabilities for Future Hyperspectral Model Environments: A Review Study

Remote sensing (Basel, Switzerland), , Vol.10 (2), p.85

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The Optimal Threshold and Vegetation Index Time Series for Retrieving Crop Phenology Based on a Modified Dynamic Threshold Method

Remote sensing (Basel, Switzerland), 2019-12, Vol.11 (23), p.2725

2019

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Species Distribution Modelling performance and its implication for Sentinel-2-based prediction of invasive Prosopis juliflora in lower Awash River basin, Ethiopia

Ecological processes, 2021-03, Vol.10 (1), p.1-16, Article 18

2021

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Understanding deep learning in land use classification based on Sentinel-2 time series

Scientific reports, 2020-10, Vol.10 (1), p.17188, Article 17188

2020

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Remote Sensing Applications in Sugarcane Cultivation: A Review

Remote sensing (Basel, Switzerland), , Vol.13 (20), p.4040

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Inversion of a forest reflectance model to estimate structural canopy variables from hyperspectral remote sensing data

Remote sensing of environment, 2006-02, Vol.100 (3), p.281-294

2006

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Use of WorldView-2 stereo imagery and National Forest Inventory data for wall-to-wall mapping of growing stock

Forest ecology and management, 2016-01, Vol.359, p.232-246

2016

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Phenological Metrics Derived over the European Continent from NDVI3g Data and MODIS Time Series

Remote sensing (Basel, Switzerland), 2014-01, Vol.6 (1), p.257-284

2014

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Mapping the Spatial Distribution of Winter Crops at Sub-Pixel Level Using AVHRR NDVI Time Series and Neural Nets

Remote sensing (Basel, Switzerland), 2013-03, Vol.5 (3), p.1335-1354

2013

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Deep Learning for Vegetation Health Forecasting: A Case Study in Kenya

Remote sensing (Basel, Switzerland), 2022-02, Vol.14 (3), p.698

2022

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Designing a European-Wide Crop Type Mapping Approach Based on Machine Learning Algorithms Using LUCAS Field Survey and Sentinel-2 Data

Remote sensing (Basel, Switzerland), 2022-02, Vol.14 (3), p.541

2022

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Estimation of Climatologies of Average Monthly Air Temperature over Mongolia Using MODIS Land Surface Temperature (LST) Time Series and Machine Learning Techniques

Remote sensing (Basel, Switzerland), 2019-11, Vol.11 (21), p.2588

2019

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Combination of Sentinel-1 and Sentinel-2 Data for Tree Species Classification in a Central European Biosphere Reserve

Remote sensing (Basel, Switzerland), 2022-06, Vol.14 (11), p.2687

2022

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LAI and chlorophyll estimation for a heterogeneous grassland using hyperspectral measurements

ISPRS journal of photogrammetry and remote sensing, 2008-07, Vol.63 (4), p.409-426

2008

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Advances in Remote Sensing of Agriculture: Context Description, Existing Operational Monitoring Systems and Major Information Needs

First Experience with Sentinel-2 Data for Crop and Tree Species Classifications in Central Europe

Spatially constrained inversion of radiative transfer models for improved LAI mapping from future Sentinel-2 imagery

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

Individual Tree Crown Segmentation and Classification of 13 Tree Species Using Airborne Hyperspectral Data

Inter-comparison of four models for smoothing satellite sensor time-series data to estimate vegetation phenology

Using Low Resolution Satellite Imagery for Yield Prediction and Yield Anomaly Detection

Optimal Input Features for Tree Species Classification in Central Europe Based on Multi-Temporal Sentinel-2 Data

Tree Species Diversity Mapping—Success Stories and Possible Ways Forward

Comparative analysis of three chemometric techniques for the spectroradiometric assessment of canopy chlorophyll content in winter wheat

Data Service Platform for Sentinel-2 Surface Reflectance and Value-Added Products: System Use and Examples

Evaluation of the PROSAIL Model Capabilities for Future Hyperspectral Model Environments: A Review Study

The Optimal Threshold and Vegetation Index Time Series for Retrieving Crop Phenology Based on a Modified Dynamic Threshold Method

Species Distribution Modelling performance and its implication for Sentinel-2-based prediction of invasive Prosopis juliflora in lower Awash River basin, Ethiopia

Understanding deep learning in land use classification based on Sentinel-2 time series

Remote Sensing Applications in Sugarcane Cultivation: A Review

Inversion of a forest reflectance model to estimate structural canopy variables from hyperspectral remote sensing data

Use of WorldView-2 stereo imagery and National Forest Inventory data for wall-to-wall mapping of growing stock

Phenological Metrics Derived over the European Continent from NDVI3g Data and MODIS Time Series

Mapping the Spatial Distribution of Winter Crops at Sub-Pixel Level Using AVHRR NDVI Time Series and Neural Nets

Deep Learning for Vegetation Health Forecasting: A Case Study in Kenya

Designing a European-Wide Crop Type Mapping Approach Based on Machine Learning Algorithms Using LUCAS Field Survey and Sentinel-2 Data

Estimation of Climatologies of Average Monthly Air Temperature over Mongolia Using MODIS Land Surface Temperature (LST) Time Series and Machine Learning Techniques

Combination of Sentinel-1 and Sentinel-2 Data for Tree Species Classification in a Central European Biosphere Reserve

LAI and chlorophyll estimation for a heterogeneous grassland using hyperspectral measurements

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