[PDF][PDF] Application of remote sensing methods in agriculture

M Wójtowicz, A Wójtowicz… - … in biometry and crop …, 2016 - researchgate.net
With advances in satellite, airborne and ground based remote sensing, reflectance data are
increasingly being used in agriculture. This paper reviews various remote sensing methods …

Hyperspectral remote sensing of agriculture

RN Sahoo, SS Ray, KR Manjunath - Current science, 2015 - JSTOR
Remote sensing is being increasingly used in different agricultural applications.
Hyperspectral remote sensing in large continuous narrow wavebands provides significant …

Characterization of brown planthopper damage on rice crops through hyperspectral remote sensing under field conditions

NR Prasannakumar, S Chander, RN Sahoo - Phytoparasitica, 2014 - Springer
Field experiments were conducted to characterize the brown planthopper (BPH)(Nilaparvata
lugens (Stål.) damage stress on rice crops through hyperspectral remote sensing. The BPH …

[HTML][HTML] Using vegetation indices as input into random forest for soybean and weed classification

RS Fletcher - American Journal of Plant Sciences, 2016 - scirp.org
Weed management is a major component of a soybean (Glycine max L.) production system;
thus, managers need tools to help them distinguish soybean from weeds. Vegetation indices …

Assessment of Brown Planthopper, (Nilaparvata lugens) [Stål], damage in rice using hyperspectral remote sensing

NR Prasannakumar, S Chander… - … Journal of Pest …, 2013 - Taylor & Francis
Hyperspectral remote sensing was used to detect stress on potted rice plants caused by the
Brown Planthopper (BPH), Nilaparvata lugens (Stål). BPH damage influenced reflectance of …

Sensor-based monitoring of soil and crop health for enhancing input use efficiency

RN Sahoo - Food, Energy, and Water Nexus: A Consideration for …, 2022 - Springer
Indian agriculture has overemphasized enhancing crop production for the ever-growing food
demands of the nation through a singular focus on the overuse of required resources (ie …

[PDF][PDF] Hyperspectral imaging applications in rapeseed and mustard farming

A Kumar, V Bharti, V Kumar, PD Meena… - Journal of Oilseeds …, 2017 - researchgate.net
Hyperspectral Imaging (HSI) technology provides incomparable capabilities for detection of
physical, chemical, and biological properties of the samples, which is not possible with …

Early detection of infestation by mustard aphid, vegetable thrips and two-spotted spider mite in bok choy with deep neural network (DNN) classification model using …

D Nguyen, A Tan, R Lee, WF Lim, TF Hui… - … and Electronics in …, 2024 - Elsevier
Although exclusion measures (eg, air filters, biosecurity practices) can be employed to
prevent occurrence of pest outbreaks, indoors vegetable farms in Singapore are still …

Monitoring of plant diseases caused by Fusarium commune and Rhizoctonia solani in bok choy using hyperspectral remote sensing and machine learning

DHD Nguyen, AJH Tan, R Lee, WF Lim… - Pest Management …, 2025 - Wiley Online Library
BACKGROUND Local vegetable production is susceptible to various fungal pathogens, the
most common and lethal of which are Fusarium commune and Rhizoctonia solani. Early …

Mapping Leaf Area Index at Various Rice Growth Stages in Southern India Using Airborne Hyperspectral Remote Sensing

M Prabhakar, KA Gopinath, N Ravi Kumar… - Remote Sensing, 2024 - mdpi.com
Globally, rice is one of the most important staple food crops. The most significant metric for
evaluating the rice growth and productivity is the Leaf Area Index (LAI), which can be …