An overview of global leaf area index (LAI): Methods, products, validation, and applications

H Fang, F Baret, S Plummer… - Reviews of …, 2019 - Wiley Online Library
Leaf area index (LAI) is a critical vegetation structural variable and is essential in the
feedback of vegetation to the climate system. The advancement of the global Earth …

A review of remote sensing applications in agriculture for food security: Crop growth and yield, irrigation, and crop losses

L Karthikeyan, I Chawla, AK Mishra - Journal of Hydrology, 2020 - Elsevier
The global population is expected to reach 9.8 billion by 2050. There is an exponential
growth of food production to meet the needs of the growing population. However, the limited …

Optical remote sensing and the retrieval of terrestrial vegetation bio-geophysical properties–A review

J Verrelst, G Camps-Valls, J Muñoz-Marí… - ISPRS Journal of …, 2015 - Elsevier
Forthcoming superspectral satellite missions dedicated to land monitoring, as well as
planned imaging spectrometers, will unleash an unprecedented data stream. The …

[HTML][HTML] Global data sets of vegetation leaf area index (LAI) 3g and fraction of photosynthetically active radiation (FPAR) 3g derived from global inventory modeling …

Z Zhu, J Bi, Y Pan, S Ganguly, A Anav, L Xu… - Remote sensing, 2013 - mdpi.com
Long-term global data sets of vegetation Leaf Area Index (LAI) and Fraction of
Photosynthetically Active Radiation absorbed by vegetation (FPAR) are critical to monitoring …

A cubesat enabled spatio-temporal enhancement method (cestem) utilizing planet, landsat and modis data

R Houborg, MF McCabe - Remote Sensing of Environment, 2018 - Elsevier
Satellite sensing in the visible to near-infrared (VNIR) domain has been the backbone of
land surface monitoring and characterization for more than four decades. However, a …

Hybrid retrieval of crop traits from multi-temporal PRISMA hyperspectral imagery

G Tagliabue, M Boschetti, G Bramati, G Candiani… - ISPRS Journal of …, 2022 - Elsevier
The recently launched and upcoming hyperspectral satellite missions, featuring contiguous
visible-to-shortwave infrared spectral information, are opening unprecedented opportunities …

Estimation of crop LAI using hyperspectral vegetation indices and a hybrid inversion method

L Liang, L Di, L Zhang, M Deng, Z Qin, S Zhao… - Remote Sensing of …, 2015 - Elsevier
Leaf area index (LAI) is an important indicator of crop growth. In this paper, a hybrid
inversion method was developed to estimate the LAI values of crops. Based on PROSAIL …

Retrieval of crop biophysical parameters from Sentinel-2 remote sensing imagery

Q **e, J Dash, A Huete, A Jiang, G Yin, Y Ding… - International Journal of …, 2019 - Elsevier
The red-edge bands place the recently available multispectral Sentinel-2 imagery at an
advantage over other multispectral sensors, and hypothetically offer improved crop …

GEOV1: LAI and FAPAR essential climate variables and FCOVER global time series capitalizing over existing products. Part1: Principles of development and …

F Baret, M Weiss, R Lacaze, F Camacho… - Remote sensing of …, 2013 - Elsevier
Essential climate variables such as LAI or FAPAR are required for the monitoring,
understanding and modeling of land surfaces at the global scale. While several products …

Experimental Sentinel-2 LAI estimation using parametric, non-parametric and physical retrieval methods–A comparison

J Verrelst, JP Rivera, F Veroustraete… - ISPRS Journal of …, 2015 - Elsevier
Given the forthcoming availability of Sentinel-2 (S2) images, this paper provides a
systematic comparison of retrieval accuracy and processing speed of a multitude of …