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Remote sensing for agricultural applications: A meta-review
Agriculture provides humanity with food, fibers, fuel, and raw materials that are paramount
for human livelihood. Today, this role must be satisfied within a context of environmental …
for human livelihood. Today, this role must be satisfied within a context of environmental …
Crop yield estimation based on assimilation of crop models and remote sensing data: A systematic evaluation
CONTEXT With the warming trend and the increasing frequency of extreme weather events,
accurate crop yield estimation is becoming urgent. Crop yield estimation mainly consists of …
accurate crop yield estimation is becoming urgent. Crop yield estimation mainly consists of …
Vegetation indices combining the red and red-edge spectral information for leaf area index retrieval
Q ** with Landsat using a hierarchical data assimilation approach
Spatially explicit information on crop yields is essential for farmers and agricultural agencies
to make well-informed decisions. One approach to estimate crop yield with remote sensing …
to make well-informed decisions. One approach to estimate crop yield with remote sensing …
A red-edge spectral index for remote sensing estimation of green LAI over agroecosystems
Leaf area index (LAI) is a key biophysical parameter for the monitoring of agroecosystems.
Conventional two-band vegetation indices based on red and near-infrared relationships …
Conventional two-band vegetation indices based on red and near-infrared relationships …
Validation of global moderate resolution leaf area index (LAI) products over croplands in northeastern China
Over the last decade, a series of global moderate resolution leaf area index (LAI) products
have become available and been widely applied in many disciplines. At the same time …
have become available and been widely applied in many disciplines. At the same time …
Investigation of optimal vegetation indices for retrieval of leaf chlorophyll and leaf area index using enhanced learning algorithms
With the availability of high-resolution data due to sensor technology advancement, it is now
easier for researchers and scientists to detect or view the spectral variability of different …
easier for researchers and scientists to detect or view the spectral variability of different …
Combining spectral and texture feature of UAV image with plant height to improve LAI estimation of winter wheat at jointing stage
M Zou, Y Liu, M Fu, C Li, Z Zhou, H Meng… - Frontiers in Plant …, 2024 - frontiersin.org
Introduction Leaf area index (LAI) is a critical physiological and biochemical parameter that
profoundly affects vegetation growth. Accurately estimating the LAI for winter wheat during …
profoundly affects vegetation growth. Accurately estimating the LAI for winter wheat during …
Estimating green LAI in four crops: Potential of determining optimal spectral bands for a universal algorithm
Vegetation indices (VIs) have been used previously for estimating green leaf area index
(green LAI). However, it has not been verified how characteristics of the relationships …
(green LAI). However, it has not been verified how characteristics of the relationships …
[HTML][HTML] Exploring the best hyperspectral features for LAI estimation using partial least squares regression
The use of spectral features to estimate leaf area index (LAI) is generally considered a
challenging task for hyperspectral data. In this study, the hyperspectral reflectance of winter …
challenging task for hyperspectral data. In this study, the hyperspectral reflectance of winter …