E Adam, O Mutanga, D Rugege - Wetlands ecology and management, 2010 - Springer
Wetland vegetation plays a key role in the ecological functions of wetland environments.
Remote sensing techniques offer timely, up-to-date, and relatively accurate information for …

Machine learning-based approaches for predicting SPAD values of maize using multi-spectral images

Y Guo, S Chen, X Li, M Cunha, S Jayavelu… - Remote sensing, 2022 - mdpi.com
Precisely monitoring the growth condition and nutritional status of maize is crucial for
optimizing agronomic management and improving agricultural production. Multi-spectral …

Combining UAV-based plant height from crop surface models, visible, and near infrared vegetation indices for biomass monitoring in barley

J Bendig, K Yu, H Aasen, A Bolten, S Bennertz… - International Journal of …, 2015 - Elsevier
In this study we combined selected vegetation indices (VIs) and plant height information to
estimate biomass in a summer barley experiment. The VIs were calculated from ground …

Remote sensing of shallow waters–A 50 year retrospective and future directions

T Kutser, J Hedley, C Giardino, C Roelfsema… - Remote Sensing of …, 2020 - Elsevier
Technical advancements have widened the limits of remote sensing in map** shallow
water benthic habitats and bathymetry over the last decades. On the other hand, the needs …

[HTML][HTML] Combining UAV-based hyperspectral imagery and machine learning algorithms for soil moisture content monitoring

X Ge, J Wang, J Ding, X Cao, Z Zhang, J Liu, X Li - PeerJ, 2019 - peerj.com
Soil moisture content (SMC) is an important factor that affects agricultural development in
arid regions. Compared with the space-borne remote sensing system, the unmanned aerial …

Reflectance indices associated with physiological changes in nitrogen-and water-limited sunflower leaves

J Peñuelas, JA Gamon, AL Fredeen, J Merino… - Remote sensing of …, 1994 - Elsevier
We followed diurnal and seasonal changes in physiology and spectral reflectance of leaves
throughout the canopies of sunflower plants grown in control, nitrogen (N)-limited, and water …

[PDF][PDF] Semi-empirical indices to assess carotenoids/chlorophyll a ratio from leaf spectral reflectance

J Penuelas, F Baret, I Filella - Photosynthetica, 1995 - researchgate.net
The ratio between carotenoid and chlorophyll a concentrations (Car/Chla) is indicative of the
physiology and phenology of plants. With the aim of assessing this Car/Chla pigment ratio …

Satellite remote sensing of wetlands

SL Ozesmi, ME Bauer - Wetlands ecology and management, 2002 - Springer
To conserve and manage wetland resources, it is important to inventoryand monitor
wetlands and their adjacent uplands. Satellite remote sensing hasseveral advantages for …

Reflectance measurement of canopy biomass and nitrogen status in wheat crops using normalized difference vegetation indices and partial least squares regression

PM Hansen, JK Schjoerring - Remote sensing of environment, 2003 - Elsevier
Hyperspectral reflectance (438 to 884 nm) data were recorded at five different growth stages
of winter wheat in a field experiment including two cultivars, three plant densities, and four …