标题
Exploring the Impact of Noise on Hybrid Inversion of PROSAIL RTM on Sentinel-2 Data
作者
关键词
-
出版物
Remote Sensing
Volume 13, Issue 4, Pages 648
出版商
MDPI AG
发表日期
2021-02-13
DOI
10.3390/rs13040648
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- A Survey of Active Learning for Quantifying Vegetation Traits from Terrestrial Earth Observation Data
- (2021) Katja Berger et al. Remote Sensing
- Chlorophyll Concentration Retrieval by Training Convolutional Neural Network for Stochastic Model of Leaf Optical Properties (SLOP) Inversion
- (2020) Leevi Annala et al. Remote Sensing
- Assessment of Workflow Feature Selection on Forest LAI Prediction with Sentinel-2A MSI, Landsat 7 ETM+ and Landsat 8 OLI
- (2020) Benjamin Brede et al. Remote Sensing
- Deep Gaussian processes for biogeophysical parameter retrieval and model inversion
- (2020) Daniel Heestermans Svendsen et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Multisource and Multitemporal Data Fusion in Remote Sensing: A Comprehensive Review of the State of the Art
- (2019) Pedram Ghamisi et al. IEEE Geoscience and Remote Sensing Magazine
- Analysis of Sentinel-2 and RapidEye for Retrieval of Leaf Area Index in a Saltmarsh Using a Radiative Transfer Model
- (2019) Roshanak Darvishzadeh et al. Remote Sensing
- A Comparison of Hybrid Machine Learning Algorithms for the Retrieval of Wheat Biophysical Variables from Sentinel-2
- (2019) Deepak Upreti et al. Remote Sensing
- Chlorophyll content estimation in an open-canopy conifer forest with Sentinel-2A and hyperspectral imagery in the context of forest decline
- (2019) P.J. Zarco-Tejada et al. REMOTE SENSING OF ENVIRONMENT
- Essential biodiversity variables for mapping and monitoring species populations
- (2019) Walter Jetz et al. Nature Ecology & Evolution
- Gaussian Processes for Vegetation Parameter Estimation from Hyperspectral Data with Limited Ground Truth
- (2019) Utsav B. Gewali et al. Remote Sensing
- Retrieval of crop biophysical parameters from Sentinel-2 remote sensing imagery
- (2019) Qiaoyun Xie et al. International Journal of Applied Earth Observation and Geoinformation
- Global Sensitivity Analysis of Leaf-Canopy-Atmosphere RTMs: Implications for Biophysical Variables Retrieval from Top-of-Atmosphere Radiance Data
- (2019) Jochem Verrelst et al. Remote Sensing
- Informing trait-based ecology by assessing remotely sensed functional diversity across a broad tropical temperature gradient
- (2019) Sandra M. Durán et al. Science Advances
- Physics-aware Gaussian processes in remote sensing
- (2018) Gustau Camps-Valls et al. APPLIED SOFT COMPUTING
- Quantifying Vegetation Biophysical Variables from Imaging Spectroscopy Data: A Review on Retrieval Methods
- (2018) Jochem Verrelst et al. SURVEYS IN GEOPHYSICS
- Evaluation of the PROSAIL Model Capabilities for Future Hyperspectral Model Environments: A Review Study
- (2018) Katja Berger et al. Remote Sensing
- A TPE based inversion of PROSAIL for estimating canopy biophysical and biochemical variables of oilseed rape
- (2018) Shanqin Wang et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Modeling Winter Wheat Leaf Area Index and Canopy Water Content With Three Different Approaches Using Sentinel-2 Multispectral Instrument Data
- (2018) IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Modelling LiDAR derived tree canopy height from Landsat TM, ETM+ and OLI satellite imagery—A machine learning approach
- (2018) Grant Staben et al. International Journal of Applied Earth Observation and Geoinformation
- A methodology to derive global maps of leaf traits using remote sensing and climate data
- (2018) Álvaro Moreno-Martínez et al. REMOTE SENSING OF ENVIRONMENT
- Global Estimation of Biophysical Variables from Google Earth Engine Platform
- (2018) Manuel Campos-Taberner et al. Remote Sensing
- PROSPECT-D: Towards modeling leaf optical properties through a complete lifecycle
- (2017) J.-B. Féret et al. REMOTE SENSING OF ENVIRONMENT
- Mapping functional diversity from remotely sensed morphological and physiological forest traits
- (2017) Fabian D. Schneider et al. Nature Communications
- An overview of multi-task learning
- (2017) Yu Zhang et al. National Science Review
- How Essential Biodiversity Variables and remote sensing can help national biodiversity monitoring
- (2017) Petteri Vihervaara et al. Global Ecology and Conservation
- Active Learning Methods for Efficient Hybrid Biophysical Variable Retrieval
- (2016) Jochem Verrelst et al. IEEE Geoscience and Remote Sensing Letters
- Global sensitivity analysis of PROSAIL model parameters when simulating Moso bamboo forest canopy reflectance
- (2016) Chengyan Gu et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Visualizing the ill-posedness of the inversion of a canopy radiative transfer model: A case study for Sentinel-2
- (2015) R. Zurita-Milla et al. International Journal of Applied Earth Observation and Geoinformation
- Experimental Sentinel-2 LAI estimation using parametric, non-parametric and physical retrieval methods – A comparison
- (2015) Jochem Verrelst et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Optical remote sensing and the retrieval of terrestrial vegetation bio-geophysical properties – A review
- (2015) Jochem Verrelst et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Deep learning
- (2015) Yann LeCun et al. NATURE
- Retrieval of Seasonal Leaf Area Index from Simulated EnMAP Data through Optimized LUT-Based Inversion of the PROSAIL Model
- (2015) Matthias Locherer et al. Remote Sensing
- Retrieval of Biophysical Parameters With Heteroscedastic Gaussian Processes
- (2013) Miguel Lazaro-Gredilla et al. IEEE Geoscience and Remote Sensing Letters
- Essential Biodiversity Variables
- (2013) H. M. Pereira et al. SCIENCE
- Multiple Cost Functions and Regularization Options for Improved Retrieval of Leaf Chlorophyll Content and LAI through Inversion of the PROSAIL Model
- (2013) Juan Rivera et al. Remote Sensing
- Optimal Exploitation of the Sentinel-2 Spectral Capabilities for Crop Leaf Area Index Mapping
- (2012) Katja Richter et al. Remote Sensing
- TRY - a global database of plant traits
- (2011) J. KATTGE et al. GLOBAL CHANGE BIOLOGY
- Multioutput Support Vector Regression for Remote Sensing Biophysical Parameter Estimation
- (2011) D. Tuia et al. IEEE Geoscience and Remote Sensing Letters
- PROSPECT+SAIL models: A review of use for vegetation characterization
- (2009) Stéphane Jacquemoud et al. REMOTE SENSING OF ENVIRONMENT
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