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[HTML][HTML] Need and vision for global medium-resolution Landsat and Sentinel-2 data products
Global changes in climate and land use are threatening natural ecosystems, biodiversity,
and the ecosystem services people rely on. This is why it is necessary to track and monitor …
and the ecosystem services people rely on. This is why it is necessary to track and monitor …
Development of the GLASS 250-m leaf area index product (version 6) from MODIS data using the bidirectional LSTM deep learning model
Leaf area index (LAI) is a terrestrial essential climate variable that is required in a variety of
ecosystem and climate models. The Global LAnd Surface Satellite (GLASS) LAI product has …
ecosystem and climate models. The Global LAnd Surface Satellite (GLASS) LAI product has …
[HTML][HTML] Advances in high-resolution land surface satellite products: A comprehensive review of inversion algorithms, products and challenges
For many applications, raw satellite observations need to be converted to high-level
products of various essential environmental variables. While numerous products are …
products of various essential environmental variables. While numerous products are …
[HTML][HTML] Spatiotemporally consistent global dataset of the GIMMS leaf area index (GIMMS LAI4g) from 1982 to 2020
Leaf area index (LAI) with an explicit biophysical meaning is a critical variable to
characterize terrestrial ecosystems. Long-term global datasets of LAI have served as …
characterize terrestrial ecosystems. Long-term global datasets of LAI have served as …
[HTML][HTML] Gaussian processes retrieval of crop traits in Google Earth Engine based on Sentinel-2 top-of-atmosphere data
J Estévez, M Salinero-Delgado, K Berger… - Remote sensing of …, 2022 - Elsevier
The unprecedented availability of optical satellite data in cloud-based computing platforms,
such as Google Earth Engine (GEE), opens new possibilities to develop crop trait retrieval …
such as Google Earth Engine (GEE), opens new possibilities to develop crop trait retrieval …
A deep transfer learning framework for map** high spatiotemporal resolution LAI
Leaf area index (LAI) is an important variable for characterizing vegetation structure.
Contemporary satellite-based LAI products with moderate spatial resolution, such as those …
Contemporary satellite-based LAI products with moderate spatial resolution, such as those …
[HTML][HTML] An improved fusion of Landsat-7/8, Sentinel-2, and Sentinel-1 data for monitoring alfalfa: Implications for crop remote sensing
Precision agriculture management with remote sensing big data provides a promising
solution to monitor crops. Alfalfa is an important forage crop for various livestock around the …
solution to monitor crops. Alfalfa is an important forage crop for various livestock around the …
Evaluation of satellite Leaf Area Index in California vineyards for improving water use estimation
Remote sensing estimation of evapotranspiration (ET) directly quantifies plant water
consumption and provides essential information for irrigation scheduling, which is a …
consumption and provides essential information for irrigation scheduling, which is a …
[HTML][HTML] Ecological responses to climate change and human activities in the arid and semi-arid regions of **njiang in China
Y Zhou, Y Li, W Li, F Li, Q **n - Remote Sensing, 2022 - mdpi.com
Understanding the impacts and extent of both climate change and human activities on
ecosystems is crucial to sustainable development. With low anti-interference ability, arid and …
ecosystems is crucial to sustainable development. With low anti-interference ability, arid and …
A comparison of methods to estimate leaf area index using either crop-specific or generic proximal hyperspectral datasets
The leaf area index (LAI) is an important parameter indicating the crop growth status. Many
vegetation indices and models have been developed to estimate LAI of different crops …
vegetation indices and models have been developed to estimate LAI of different crops …