Machine learning methods’ performance in radiative transfer model inversion to retrieve plant traits from Sentinel-2 data of a mixed mountain forest

Assessing Vegetation Function with Imaging Spectroscopy

(2019) J. A. Gamon et al.   SURVEYS IN GEOPHYSICS

Multi-Crop Green LAI Estimation with a New Simple Sentinel-2 LAI Index (SeLI)

(2019) Nieves Pasqualotto et al.   SENSORS

Mapping leaf chlorophyll content from Sentinel-2 and RapidEye data in spruce stands using the invertible forest reflectance model

(2019) Roshanak Darvishzadeh et al.   International Journal of Applied Earth Observation and Geoinformation

Accurate modelling of canopy traits from seasonal Sentinel-2 imagery based on the vertical distribution of leaf traits

(2019) Tawanda W. Gara et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Comparing methods for mapping canopy chlorophyll content in a mixed mountain forest using Sentinel-2 data

(2019) Abebe Mohammed Ali et al.   International Journal of Applied Earth Observation and Geoinformation

Comparison of partial least square regression, support vector machine, and deep-learning techniques for estimating soil salinity from hyperspectral data

(2018) Wenzhi Zeng et al.   Journal of Applied Remote Sensing

Statistical Machine Learning Methods and Remote Sensing for Sustainable Development Goals: A Review

(2018) Jacinta Holloway et al.   Remote Sensing

Canopy foliar nitrogen retrieved from airborne hyperspectral imagery by correcting for canopy structure effects

(2017) Zhihui Wang et al.   International Journal of Applied Earth Observation and Geoinformation

Using Sentinel-2 Data for Retrieving LAI and Leaf and Canopy Chlorophyll Content of a Potato Crop

(2017) Jan Clevers et al.   Remote Sensing

Estimating leaf functional traits by inversion of PROSPECT: Assessing leaf dry matter content and specific leaf area in mixed mountainous forest

(2016) Abebe Mohammed Ali et al.   International Journal of Applied Earth Observation and Geoinformation

Estimating crop chlorophyll content with hyperspectral vegetation indices and the hybrid inversion method

(2016) Liang Liang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Retrieval of forest leaf functional traits from HySpex imagery using radiative transfer models and continuous wavelet analysis

(2016) Abebe Mohammed Ali et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Estimation of Spruce Needle-Leaf Chlorophyll Content Based on DART and PARAS Canopy Reflectance Models

(2015) Lucia Yanez-Rausell et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Comparative analysis of different retrieval methods for mapping grassland leaf area index using airborne imaging spectroscopy

(2015) Clement Atzberger et al.   International Journal of Applied Earth Observation and Geoinformation

Advances in remote sensing of vegetation function and traits

(2015) Rasmus Houborg et al.   International Journal of Applied Earth Observation and Geoinformation

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

Environmental science: Agree on biodiversity metrics to track from space

(2015) Andrew K. Skidmore et al.   NATURE

The fourth phase of the radiative transfer model intercomparison (RAMI) exercise: Actual canopy scenarios and conformity testing

(2015) Jean-Luc Widlowski et al.   REMOTE SENSING OF ENVIRONMENT

Reduction in browsing intensity may not compensate climate change effects on tree species composition in the Bavarian Forest National Park

(2014) Maxime Cailleret et al.   FOREST ECOLOGY AND MANAGEMENT

Conservation value of forests attacked by bark beetles: Highest number of indicator species is found in early successional stages

(2013) Lukas W. Lehnert et al.   JOURNAL FOR NATURE CONSERVATION

Essential Biodiversity Variables

(2013) H. M. Pereira et al.   SCIENCE

Estimation of Leaf Area Index Using DEIMOS-1 Data: Application and Transferability of a Semi-Empirical Relationship between two Agricultural Areas

(2013) Francesco Vuolo et al.   Remote Sensing

High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm

(2012) Onisimo Mutanga et al.   International Journal of Applied Earth Observation and Geoinformation

Sentinel-2: ESA's Optical High-Resolution Mission for GMES Operational Services

(2012) M. Drusch et al.   REMOTE SENSING OF ENVIRONMENT

Suitability and adaptation of PROSAIL radiative transfer model for hyperspectral grassland studies

(2012) Clement Atzberger et al.   Remote Sensing Letters

Optimizing spectral indices and chemometric analysis of leaf chemical properties using radiative transfer modeling

(2011) Jean-Baptiste Féret et al.   REMOTE SENSING OF ENVIRONMENT

Machine learning regression algorithms for biophysical parameter retrieval: Opportunities for Sentinel-2 and -3

(2011) Jochem Verrelst et al.   REMOTE SENSING OF ENVIRONMENT

Gaussian Process Regression for Estimating Chlorophyll Concentration in Subsurface Waters From Remote Sensing Data

(2010) Luca Pasolli et al.   IEEE Geoscience and Remote Sensing Letters

Remote Sensing of Ecology, Biodiversity and Conservation: A Review from the Perspective of Remote Sensing Specialists

(2010) Kai Wang et al.   SENSORS

PROSPECT+SAIL models: A review of use for vegetation characterization

(2009) Stéphane Jacquemoud et al.   REMOTE SENSING OF ENVIRONMENT

Effects of woody elements on simulated canopy reflectance: Implications for forest chlorophyll content retrieval

(2009) Jochem Verrelst et al.   REMOTE SENSING OF ENVIRONMENT

Estimation of vegetation LAI from hyperspectral reflectance data: Effects of soil type and plant architecture

(2008) Roshanak Darvishzadeh et al.   International Journal of Applied Earth Observation and Geoinformation

Inversion of a radiative transfer model for estimating vegetation LAI and chlorophyll in a heterogeneous grassland

(2008) Roshanak Darvishzadeh et al.   REMOTE SENSING OF ENVIRONMENT

Influence of woody elements of a Norway spruce canopy on nadir reflectance simulated by the DART model at very high spatial resolution

(2007) Z MALENOVSKY et al.   REMOTE SENSING OF ENVIRONMENT