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Variability and Uncertainty Challenges in Scaling Imaging Spectroscopy Retrievals and Validations from Leaves Up to Vegetation Canopies.
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- Surveys in Geophysics, 2019, v. 40, n. 3, p. 631, doi. 10.1007/s10712-019-09534-y
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- Article
Quantifying Vegetation Biophysical Variables from Imaging Spectroscopy Data: A Review on Retrieval Methods.
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- Surveys in Geophysics, 2019, v. 40, n. 3, p. 589, doi. 10.1007/s10712-018-9478-y
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- Article
A Spatial and Temporal Correlation between Remotely Sensing Evapotranspiration with Land Use and Land Cover.
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- Water (20734441), 2023, v. 15, n. 6, p. 1068, doi. 10.3390/w15061068
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- Article
Emulation of Leaf, Canopy and Atmosphere Radiative Transfer Models for Fast Global Sensitivity Analysis.
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- Remote Sensing, 2016, v. 8, n. 8, p. 673, doi. 10.3390/rs8080673
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- Article
An Emulator Toolbox to Approximate Radiative Transfer Models with Statistical Learning.
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- Remote Sensing, 2015, v. 7, n. 7, p. 9347, doi. 10.3390/rs70709347
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- Article
A Comparison of Advanced Regression Algorithms for Quantifying Urban Land Cover.
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- Remote Sensing, 2014, v. 6, n. 7, p. 6324, doi. 10.3390/rs6076324
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- Article
On the Semi-Automatic Retrieval of Biophysical Parameters Based on Spectral Index Optimization.
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- Remote Sensing, 2014, v. 6, n. 6, p. 4927, doi. 10.3390/rs6064927
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- Article
Multiple Cost Functions and Regularization Options for Improved Retrieval of Leaf Chlorophyll Content and LAI through Inversion of the PROSAIL Model.
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- Remote Sensing, 2013, v. 5, n. 7, p. 3280, doi. 10.3390/rs5073280
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- Article
Mapping Vegetation Density in a Heterogeneous River Floodplain Ecosystem Using Pointable CHRIS/PROBA Data.
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- Remote Sensing, 2012, v. 4, n. 9, p. 2866, doi. 10.3390/rs4092866
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- Article
Evaluation of Sentinel-2 Red-Edge Bands for Empirical Estimation of Green LAI and Chlorophyll Content.
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- Sensors (14248220), 2011, v. 11, n. 7, p. 7063, doi. 10.3390/s110707063
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- Article
Evaluación de métodos de análisis de sensibilidad global aplicados a modelos de trasferencia radiativa para cubiertas vegetales.
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- UD y la GEOMÁTICA, 2014, n. 9, p. 29, doi. 10.14483/udistrital.jour.udgeo.2014.9.a03
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- Article
Partitioning net carbon dioxide fluxes into photosynthesis and respiration using neural networks.
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- Global Change Biology, 2020, v. 26, n. 9, p. 5235, doi. 10.1111/gcb.15203
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- Article
Comparative analysis of atmospheric radiative transfer models using the Atmospheric Look-up table Generator (ALG) toolbox (version 2.0).
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- Geoscientific Model Development, 2020, v. 13, n. 4, p. 1945, doi. 10.5194/gmd-13-1945-2020
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- Article
Improving the remote estimation of soil organic carbon in complex ecosystems with Sentinel-2 and GIS using Gaussian processes regression.
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- Plant & Soil, 2022, v. 479, n. 1/2, p. 159, doi. 10.1007/s11104-022-05506-1
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- Article
How global sensitive is the AquaCrop model to input parameters? A case study of silage maize yield on a regional scale.
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- Frontiers in Agronomy, 2024, p. 01, doi. 10.3389/fagro.2024.1304611
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- Article
DATimeS, a new and effective toolbox for land management.
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- Geophysical Research Abstracts, 2019, v. 21, p. 1
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- Article
Plant Disease Diagnosis Based on Hyperspectral Sensing: Comparative Analysis of Parametric Spectral Vegetation Indices and Nonparametric Gaussian Process Classification Approaches.
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- Agronomy, 2024, v. 14, n. 3, p. 493, doi. 10.3390/agronomy14030493
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- Article
Comparative analysis of atmospheric radiative transfer models using the Atmospheric Look-up table Generator (ALG) toolbox (version 2.0).
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- Geoscientific Model Development Discussions, 2019, p. 1, doi. 10.5194/gmd-2019-188
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- Article
Estimating rainfed groundnut's leaf area index using Sentinel-2 based on Machine Learning Regression Algorithms and Empirical Models.
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- Precision Agriculture, 2024, v. 25, n. 3, p. 1404, doi. 10.1007/s11119-024-10117-0
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- Article
Analysis of Biophysical Variables in an Onion Crop (Allium cepa L.) with Nitrogen Fertilization by Sentinel-2 Observations.
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- Agronomy, 2022, v. 12, n. 8, p. N.PAG, doi. 10.3390/agronomy12081884
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- Article
Optimizing Gaussian Process Regression for Image Time Series Gap-Filling and Crop Monitoring.
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- Agronomy, 2020, v. 10, n. 5, p. 618, doi. 10.3390/agronomy10050618
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- Article
Monitoring Biophysical Variables (FVC, LAI, LC ab , and CWC) and Cropland Dynamics at Field Scale Using Sentinel-2 Time Series.
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- Remote Sensing, 2024, v. 16, n. 13, p. 2284, doi. 10.3390/rs16132284
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- Article
Monitoring of Plant Ecological Units Cover Dynamics in a Semiarid Landscape from Past to Future Using Multi-Layer Perceptron and Markov Chain Model.
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- Remote Sensing, 2024, v. 16, n. 9, p. 1612, doi. 10.3390/rs16091612
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- Article
Gaussian Process Regression Hybrid Models for the Top-of-Atmosphere Retrieval of Vegetation Traits Applied to PRISMA and EnMAP Imagery.
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- Remote Sensing, 2024, v. 16, n. 7, p. 1211, doi. 10.3390/rs16071211
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- Article
Optimizing the Retrieval of Wheat Crop Traits from UAV-Borne Hyperspectral Image with Radiative Transfer Modelling Using Gaussian Process Regression.
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- Remote Sensing, 2023, v. 15, n. 23, p. 5496, doi. 10.3390/rs15235496
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- Article
Untangling the Causal Links between Satellite Vegetation Products and Environmental Drivers on a Global Scale by the Granger Causality Method.
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- Remote Sensing, 2023, v. 15, n. 20, p. 4956, doi. 10.3390/rs15204956
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- Article
Biophysical Variable Retrieval of Silage Maize with Gaussian Process Regression and Hyperparameter Optimization Algorithms.
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- Remote Sensing, 2023, v. 15, n. 14, p. 3690, doi. 10.3390/rs15143690
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- Article
Cloud-Free Global Maps of Essential Vegetation Traits Processed from the TOA Sentinel-3 Catalogue in Google Earth Engine.
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- Remote Sensing, 2023, v. 15, n. 13, p. 3404, doi. 10.3390/rs15133404
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- Article
Satellite-Based Estimation of Soil Moisture Content in Croplands: A Case Study in Golestan Province, North of Iran.
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- Remote Sensing, 2023, v. 15, n. 8, p. 2155, doi. 10.3390/rs15082155
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- Article
Synergy of Sentinel-1 and Sentinel-2 Time Series for Cloud-Free Vegetation Water Content Mapping with Multi-Output Gaussian Processes.
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- Remote Sensing, 2023, v. 15, n. 7, p. 1822, doi. 10.3390/rs15071822
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- Article
Quantifying Irrigated Winter Wheat LAI in Argentina Using Multiple Sentinel-1 Incidence Angles.
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- Remote Sensing, 2022, v. 14, n. 22, p. 5867, doi. 10.3390/rs14225867
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- Article
Seasonal Mapping of Irrigated Winter Wheat Traits in Argentina with a Hybrid Retrieval Workflow Using Sentinel-2 Imagery.
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- Remote Sensing, 2022, v. 14, n. 18, p. N.PAG, doi. 10.3390/rs14184531
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- Article
Introducing ARTMO's Machine-Learning Classification Algorithms Toolbox: Application to Plant-Type Detection in a Semi-Steppe Iranian Landscape.
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- Remote Sensing, 2022, v. 14, n. 18, p. N.PAG, doi. 10.3390/rs14184452
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- Article
Prototyping Crop Traits Retrieval Models for CHIME: Dimensionality Reduction Strategies Applied to PRISMA Data.
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- Remote Sensing, 2022, v. 14, n. 10, p. 2448, doi. 10.3390/rs14102448
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- Article
Multi-Season Phenology Mapping of Nile Delta Croplands Using Time Series of Sentinel-2 and Landsat 8 Green LAI.
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- Remote Sensing, 2022, v. 14, n. 8, p. N.PAG, doi. 10.3390/rs14081812
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- Article
Evaluation of Hybrid Models to Estimate Chlorophyll and Nitrogen Content of Maize Crops in the Framework of the Future CHIME Mission.
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- Remote Sensing, 2022, v. 14, n. 8, p. N.PAG, doi. 10.3390/rs14081792
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- Article
Quantifying Fundamental Vegetation Traits over Europe Using the Sentinel-3 OLCI Catalogue in Google Earth Engine.
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- Remote Sensing, 2022, v. 14, n. 6, p. 1347, doi. 10.3390/rs14061347
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- Article
Retrieval of Crop Variables from Proximal Multispectral UAV Image Data Using PROSAIL in Maize Canopy.
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- Remote Sensing, 2022, v. 14, n. 5, p. N.PAG, doi. 10.3390/rs14051247
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- Article
Monitoring Cropland Phenology on Google Earth Engine Using Gaussian Process Regression.
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- Remote Sensing, 2022, v. 14, n. 1, p. 146, doi. 10.3390/rs14010146
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- Article
Assessing Non-Photosynthetic Cropland Biomass from Spaceborne Hyperspectral Imagery.
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- Remote Sensing, 2021, v. 13, n. 22, p. 4711, doi. 10.3390/rs13224711
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- Article
Vegetation Types Mapping Using Multi-Temporal Landsat Images in the Google Earth Engine Platform.
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- Remote Sensing, 2021, v. 13, n. 22, p. 4683, doi. 10.3390/rs13224683
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- Article
Emulation of Sun-Induced Fluorescence from Radiance Data Recorded by the HyPlant Airborne Imaging Spectrometer.
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- Remote Sensing, 2021, v. 13, n. 21, p. 4368, doi. 10.3390/rs13214368
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- Article
Classification of Plant Ecological Units in Heterogeneous Semi-Steppe Rangelands: Performance Assessment of Four Classification Algorithms.
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- Remote Sensing, 2021, v. 13, n. 17, p. 3433, doi. 10.3390/rs13173433
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- Article
Crop Nitrogen Retrieval Methods for Simulated Sentinel-2 Data Using In-Field Spectrometer Data.
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- Remote Sensing, 2021, v. 13, n. 12, p. 2404, doi. 10.3390/rs13122404
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- Article
Phenology Effects on Physically Based Estimation of Paddy Rice Canopy Traits from UAV Hyperspectral Imagery.
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- Remote Sensing, 2021, v. 13, n. 9, p. 1792, doi. 10.3390/rs13091792
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- Article
Comparison of Crop Trait Retrieval Strategies Using UAV-Based VNIR Hyperspectral Imaging.
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- Remote Sensing, 2021, v. 13, n. 9, p. 1748, doi. 10.3390/rs13091748
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- Article
Top-of-Atmosphere Retrieval of Multiple Crop Traits Using Variational Heteroscedastic Gaussian Processes within a Hybrid Workflow.
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- Remote Sensing, 2021, v. 13, n. 8, p. 1589, doi. 10.3390/rs13081589
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- Article
Retrieving and Validating Leaf and Canopy Chlorophyll Content at Moderate Resolution: A Multiscale Analysis with the Sentinel-3 OLCI Sensor.
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- Remote Sensing, 2021, v. 13, n. 8, p. 1419, doi. 10.3390/rs13081419
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- Article
Error Analysis of LAI Measurements with LAI-2000 Due to Discrete View Angular Range Angles for Continuous Canopies.
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- Remote Sensing, 2021, v. 13, n. 7, p. 1405, doi. 10.3390/rs13071405
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- Article
Monitoring and Evaluating Restoration Vegetation Status in Mine Region Using Remote Sensing Data: Case Study in Inner Mongolia, China.
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- Remote Sensing, 2021, v. 13, n. 7, p. 1350, doi. 10.3390/rs13071350
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- Article