Significant remote sensing vegetation indices: A review of developments and applications
J Xue, B Su - Journal of sensors, 2017 - Wiley Online Library
Vegetation Indices (VIs) obtained from remote sensing based canopies are quite simple and
effective algorithms for quantitative and qualitative evaluations of vegetation cover, vigor …
effective algorithms for quantitative and qualitative evaluations of vegetation cover, vigor …
Twenty five years of remote sensing in precision agriculture: Key advances and remaining knowledge gaps
DJ Mulla - Biosystems engineering, 2013 - Elsevier
Precision agriculture dates back to the middle of the 1980's. Remote sensing applications in
precision agriculture began with sensors for soil organic matter, and have quickly diversified …
precision agriculture began with sensors for soil organic matter, and have quickly diversified …
[HTML][HTML] A compilation of UAV applications for precision agriculture
Climate change has introduced significant challenges that can affect multiple sectors,
including the agricultural one. In particular, according to the Food and Agriculture …
including the agricultural one. In particular, according to the Food and Agriculture …
Grain yield prediction of rice using multi-temporal UAV-based RGB and multispectral images and model transfer–a case study of small farmlands in the South of China
Timely and accurate crop monitoring and yield forecasting before harvesting are valuable for
precision management, policy and decision making, and marketing. The aim of this study is …
precision management, policy and decision making, and marketing. The aim of this study is …
[HTML][HTML] Optimal input features for tree species classification in Central Europe based on multi-temporal Sentinel-2 data
M Immitzer, M Neuwirth, S Böck, H Brenner, F Vuolo… - Remote Sensing, 2019 - mdpi.com
Detailed knowledge about tree species composition is of great importance for forest
management. The two identical European Space Agency (ESA) Sentinel-2 (S2) satellites …
management. The two identical European Space Agency (ESA) Sentinel-2 (S2) satellites …
[HTML][HTML] Evaluating the capabilities of Sentinel-2 for quantitative estimation of biophysical variables in vegetation
WJ Frampton, J Dash, G Watmough… - ISPRS journal of …, 2013 - Elsevier
The red edge position (REP) in the vegetation spectral reflectance is a surrogate measure of
vegetation chlorophyll content, and hence can be used to monitor the health and function of …
vegetation chlorophyll content, and hence can be used to monitor the health and function of …
The global distribution of leaf chlorophyll content
Leaf chlorophyll is central to the exchange of carbon, water and energy between the
biosphere and the atmosphere, and to the functioning of terrestrial ecosystems. This paper …
biosphere and the atmosphere, and to the functioning of terrestrial ecosystems. This paper …
Development of spectral indices for detecting and identifying plant diseases
Spectral vegetation indices (SVIs) have been shown to be useful for an indirect detection of
plant diseases. However, these indices have not been evaluated to detect or to differentiate …
plant diseases. However, these indices have not been evaluated to detect or to differentiate …
Mapping urban tree species using integrated airborne hyperspectral and LiDAR remote sensing data
L Liu, NC Coops, NW Aven, Y Pang - Remote Sensing of Environment, 2017 - Elsevier
Mapping tree species within urban areas is essential for sustainable urban planning as well
as to improve our understanding of the role of urban vegetation as an ecological service …
as to improve our understanding of the role of urban vegetation as an ecological service …
An improved grid search algorithm to optimize SVR for prediction
Y Sun, S Ding, Z Zhang, W Jia - Soft Computing, 2021 - Springer
Parameter optimization is an important step for support vector regression (SVR), since its
prediction performance greatly depends on values of the related parameters. To solve the …
prediction performance greatly depends on values of the related parameters. To solve the …