[HTML][HTML] A review of best management practices for potato crop using precision agricultural technologies

U Ahmad, L Sharma - Smart Agricultural Technology, 2023 - Elsevier
Precision agricultural technologies (PATs) have revolutionized the way farmers grow crops,
including potatoes. This review paper presented an overview of the best management …

Complementary use of ground-based proximal sensing and airborne/spaceborne remote sensing techniques in precision agriculture: A systematic review

A Alexopoulos, K Koutras, SB Ali, S Puccio, A Carella… - Agronomy, 2023 - mdpi.com
As the global population continues to increase, projected to reach an estimated 9.7 billion
people by 2050, there will be a growing demand for food production and agricultural …

Agri-Fuse: A novel spatiotemporal fusion method designed for agricultural scenarios with diverse phenological changes

Z Gu, J Chen, Y Chen, Y Qiu, X Zhu, X Chen - Remote Sensing of …, 2023 - Elsevier
Images of key phenological periods play a vital role in agricultural applications as they
capture the unique spectral characteristics of crops. Unfortunately, acquiring high-spatial …

Improving the Transferability of Deep Learning Models for Crop Yield Prediction: A Partial Domain Adaptation Approach

Y Ma, Z Yang, Q Huang, Z Zhang - Remote Sensing, 2023 - mdpi.com
Over the past few years, there has been extensive exploration of machine learning (ML),
especially deep learning (DL), for crop yield prediction, resulting in impressive levels of …

High-Precision Seedling Detection Model Based on Multi-Activation Layer and Depth-Separable Convolution Using Images Acquired by Drones

Y Zhang, H Wang, R Xu, X Yang, Y Wang, Y Liu - Drones, 2022 - mdpi.com
Crop seedling detection is an important task in the seedling stage of crops in fine agriculture.
In this paper, we propose a high-precision lightweight object detection network model based …

Improving actual evapotranspiration estimates through an integrated remote sensing and cutting-edge machine learning approach

RA dos Santos, EC Mantovani, VB Bufon… - … and Electronics in …, 2024 - Elsevier
Recent technological advances have allowed the production of many studies on
evapotranspiration, resulting in improvements in reference evapotranspiration estimates and …

[HTML][HTML] Analysis and forecasting of Australian rice yield using phenology-based aggregation of satellite and weather data

J Brinkhoff, A Clarke, BW Dunn, M Groat - Agricultural and Forest …, 2024 - Elsevier
Rice yield depends on factors including variety, weather, field management, nutrient and
water availability. We analyzed important drivers of yield variability at the field scale, and …

[HTML][HTML] Body size mediates ground beetle dispersal from non-crop vegetation: Implications for conservation biocontrol

T Neame, P Galpern - Agriculture, Ecosystems & Environment, 2025 - Elsevier
Intensifying agricultural landscapes by removing non-crop vegetation threatens ecosystem
services like pest regulation. Non-crop areas may serve as overwintering habitat for natural …

Livin'on the edge: Precision yield data shows evidence of ecosystem services from field boundaries

SVJ Robinson, LH Nguyen, P Galpern - Agriculture, Ecosystems & …, 2022 - Elsevier
Field boundaries can provide ecosystem services to crops by creating better abiotic
conditions for crop growth, and can also act as habitat for beneficial arthropods. This …

Precision agricultural data and ecosystem services: Can we put the pieces together?

SVJ Robinson, T Schwinghamer… - Ecological Solutions …, 2023 - Wiley Online Library
Ecosystem services can maintain or increase crop yield in agricultural systems, but data to
support management decisions are expensive and time‐consuming to collect. Furthermore …