Advancements in Precision Spraying of Agricultural Robots: A Comprehensive Review

K Lochan, A Khan, I Elsayed, B Suthar… - IEEE …, 2024 - ieeexplore.ieee.org
Through mechanization, automation, and intensification, there has been a substantial
increase in agricultural production over time. The efficiency, reliability, and precision of …

[HTML][HTML] Soil organic carbon estimation via remote sensing and machine learning techniques: Global topic modeling and research trend exploration

T Li, L Cui, Y Wu, TI McLaren, A Xia, R Pandey, H Liu… - Remote Sensing, 2024 - mdpi.com
Understanding and monitoring soil organic carbon (SOC) stocks is crucial for ecosystem
carbon cycling, services, and addressing global environmental challenges. This study …

Toward Precision Agriculture in Outdoor Vertical Greenery Systems (VGS): Monitoring and Early Detection of Stress Events

N Zuckerman, Y Cohen, V Alchanatis, IM Lensky - Remote Sensing, 2024 - mdpi.com
Vertical greenery systems (VGS) have been proposed as a nature-based solution to mitigate
the adverse effects of urban heat islands and climate change in cities. However, large-scale …

Efficient encoding and decoding of voxelized models for machine learning-based applications

D Strnad, Š Kohek, B Žalik, L Váša, A Nerat - IEEE Access, 2025 - ieeexplore.ieee.org
Point clouds have become a popular training data for many practical applications of
machine learning in the fields of environmental modeling and precision agriculture. In order …

Enhancing Crop Yield Predictions with PEnsemble 4: IoT and ML-Driven for Precision Agriculture

N Pukrongta, A Taparugssanagorn, K Sangpradit - Applied Sciences, 2024 - mdpi.com
This research introduces the PEnsemble 4 model, a weighted ensemble prediction model
that integrates multiple individual machine learning models to achieve accurate maize yield …

Exploring environmental vulnerabilities of small islands through a bibliometric analysis: threats and adaptation strategies

H Henri, C Retnaningdyah, B Rahardi… - IOP Conference Series …, 2024 - iopscience.iop.org
The article delves into the environmental vulnerability of small islands through a bibliometric
analysis, focusing on the threats they face and their adaptation strategies. The study utilizes …

Sensing the dynamic nature of fragmented croplands in India through earth observation: a comprehensive review

S Bandopadhyay, S Dey, L Grover, S Ghosh, B Das - 2024 - eartharxiv.org
Fragmentation or the breakdown of landholdings to smaller parcels has an adverse impact
on crop yields and productivity because of its uneconomic operational sizes. This …

[PDF][PDF] Frontiers in Crop Improvement

VL Parmar, LK Sharma, RB Mori, RM Javia… - VOLUME 9 SPECIAL … - researchgate.net
Rice plants absorb more potassium than nitrogen and phosphorus to ensure normal
physiological function and several other metabolic and enzymatic activities. Modern high …

[PDF][PDF] Sensing The Dynamics of Small Landholding in India through Earth Observation: A Comprehensive Review

S Bandopadhyay, S Dey, L Grover, S Ghosh… - EarthArXiv …, 2024 - researchgate.net
Fragmentation or the breakdown of landholdings to smaller parcels has an adverse impact
on crop yields and productivity because of its uneconomic operational sizes. This …