[HTML][HTML] Mapping landscape canopy nitrogen content from space using PRISMA data

J Verrelst, JP Rivera-Caicedo, P Reyes-Muñoz… - ISPRS Journal of …, 2021 - Elsevier
Satellite imaging spectroscopy for terrestrial applications is reaching maturity with recently
launched and upcoming science-driven missions, eg PRecursore IperSpettrale della …

[HTML][HTML] Retrieval of carbon content and biomass from hyperspectral imagery over cultivated areas

M Wocher, K Berger, J Verrelst, T Hank - ISPRS Journal of Photogrammetry …, 2022 - Elsevier
Spaceborne imaging spectroscopy is a highly promising data source for all agricultural
management and research disciplines that require spatio-temporal information on crop …

Prototyping crop traits retrieval models for CHIME: Dimensionality reduction strategies applied to PRISMA data

AB Pascual-Venteo, E Portalés, K Berger, G Tagliabue… - Remote sensing, 2022 - mdpi.com
In preparation for new-generation imaging spectrometer missions and the accompanying
unprecedented inflow of hyperspectral data, optimized models are needed to generate …

Evaluation of hybrid models to estimate chlorophyll and nitrogen content of maize crops in the framework of the future CHIME mission

G Candiani, G Tagliabue, C Panigada, J Verrelst… - Remote sensing, 2022 - mdpi.com
In the next few years, the new Copernicus Hyperspectral Imaging Mission (CHIME) is
foreseen to be launched by the European Space Agency (ESA). This mission will provide an …

Assessing non-photosynthetic cropland biomass from spaceborne hyperspectral imagery

K Berger, T Hank, A Halabuk, JP Rivera-Caicedo… - Remote sensing, 2021 - mdpi.com
Non-photosynthetic vegetation (NPV) biomass has been identified as a priority variable for
upcoming spaceborne imaging spectroscopy missions, calling for a quantitative estimation …

The copernicus hyperspectral imaging mission for the environment (chime): Status and planning

M Celesti, M Rast, J Adams, V Boccia… - IGARSS 2022-2022 …, 2022 - ieeexplore.ieee.org
The Copernicus Hyperspectral Imaging Mission for the Environment (CHIME) will provide
high-quality, global, operational hyperspectral observations in support of European Union …

Estimating aboveground biomass of alpine grassland during the wilting period using in situ hyperspectral, Sentinel-2 and Sentinel-1 data

R Guo, J Gao, S Fu, Y Xiu, S Zhang… - … on Geoscience and …, 2023 - ieeexplore.ieee.org
Accurately estimating of grassland above-ground biomass (AGB) during the wilting period is
vital in the dynamic monitoring of vegetation survey, carbon storage research, and grazing …

A novel hybrid machine learning phasor-based approach to retrieve a full set of solar-induced fluorescence metrics and biophysical parameters

R Scodellaro, I Cesana, L D'Alfonso, M Bouzin… - Remote Sensing of …, 2022 - Elsevier
The emission of solar-induced chlorophyll fluorescence (F) is a pivotal process to infer
vegetation health and functioning that can be monitored by remote sensing. However, most …

Simulating global dynamic surface reflectances for imaging spectroscopy spaceborne missions: LPJ‐PROSAIL

B Poulter, B Currey, L Calle… - Journal of …, 2023 - Wiley Online Library
Spectroscopic reflectance data provide novel information on the properties of the Earth's
terrestrial and aquatic surfaces. Until recently, imaging spectroscopy missions were …

A Multi-Layer Perceptron Approach for SIF Retrieval in the O2-A Absorption band from Hyperspectral Imagery of the HyPlant Airborne Sensor System

J Buffat, M Pato, K Alonso, S Auer… - Authorea …, 2024 - essopenarchive.org
Accurate estimation of solar-induced fluorescence (SIF) from passively sensed
hyperspectral remote sensing data has been identified as instrumental in assessing the …