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Estimation of Vegetation Indices with Random Kernel Forests
Vegetation indexes help perform precision farming because they provide useful information regarding moisture, nutrient content, and crop health. Primary sources of those indexes are satellites and unmanned aerial vehicles equipped with expensive multispectral sensors.
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Estimation of Crop Growth Parameters Using UAV-Based Hyperspectral Remote Sensing Data
Above-ground biomass (AGB) and the leaf area index (LAI) are important indicators for the assessment of crop growth, and are therefore important for agricultural management. Although improvements have been made in the monitoring of crop growth parameters
Huilin Tao +9 more
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FIELD SPECTROSCOPY FOR VEGETATION EVALUATION ALONG THE NUTRIENT AND ELEVATION GRADIENT ABOVE THE TREE LINE IN THE KRKONOŠE MOUNTAINS NATIONAL PARK [PDF]
This paper examines the relations between vegetation spectra measured in the field along the nutrient and elevation gradient in the most valuable parts of The Krkonoše Mountains tundra and selected parameters describing vegetation state and condition ...
L. Červená, L. Kupková, R. Suchá
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Crop yields are important for food security and people’s living standards, and it is therefore very important to predict the yield in a timely manner.
Haikuan Feng +6 more
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Earth observation data is key for monitoring vegetation dynamics across temporal and spatial scales. The most widely used method to estimate vegetation properties from Earth observation data is vegetation indices.
Teja Kattenborn +11 more
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In wildfire areas, earth observation data is used for the development of fire-severity maps or vegetation recovery to select post-fire measures for erosion control and revegetation.
Melanie Maxwald +3 more
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Comparative Assessment of Broadband Vegetation Indices Over Aquatic Vegetation
Remote sensing is one of the most useful tools for mapping and studying vegetation because of the advantages of synoptic view (in time and space) compared to traditional in situ survey. Remotely sensed vegetation indices (VIs) derived from airborne and satellite images represent a powerful and effective way to monitor vegetation status, growth, and bio-
Villa Paolo +3 more
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Background: Rodents severely damage the ecological environment of grasslands, and rodent mounds of different ages require distinct management strategies.
Hao Qi +9 more
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Biomass estimation of rangelands in the Eastern Highlands by remote sensing indices
The rangelands of the High plateau of eastern Morocco constitute an important supplement to the feeding of sheep and goats. Estimating phytomass production from these rangelands during the growing season is useful for managers of pastoral areas.
H. Mahyou
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Impacts of Drought on Vegetation Assessed by Vegetation Indices and Meteorological Factors in Afghanistan [PDF]
Drought has severe impacts on human society and ecosystems. In this study, we used data acquired by the Moderate Resolution Imaging Spectroradiometer (MODIS) and Tropical Rainfall Measuring Mission (TRMM) sensors to examine the drought effects on vegetation in Afghanistan from 2001 to 2018.
Iman Rousta +6 more
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