Technology and data fusion methods to enhance site-specific crop monitoring

U Ahmad, A Nasirahmadi, O Hensel, S Marino - Agronomy, 2022 - mdpi.com
Digital farming approach merges new technologies and sensor data to optimize the quality
of crop monitoring in agriculture. The successful fusion of technology and data is highly …

A systematic review of the use of Deep Learning in Satellite Imagery for Agriculture

B Victor, A Nibali, Z He - IEEE Journal of Selected Topics in …, 2024 - ieeexplore.ieee.org
Agricultural research is essential for increasing food production to meet the needs of a
rapidly growing human population. Collecting large quantities of agricultural data helps to …

PRISMA L1 and L2 performances within the PRISCAV project: The Pignola test site in Southern Italy

S Pignatti, A Amodeo, MF Carfora, R Casa, L Mona… - Remote Sensing, 2022 - mdpi.com
In March 2019, the PRISMA (PRecursore IperSpettrale della Missione Applicativa)
hyperspectral satellite was launched by the Italian Space Agency (ASI), and it is currently …

A systematic review of radiative transfer models for crop yield prediction and crop traits retrieval

RAF Ishaq, G Zhou, C Tian, Y Tan, G Jing, H Jiang - Remote Sensing, 2023 - mdpi.com
Radiative transfer models (RTMs) provide reliable information about crop yield and traits
with high resource efficiency. In this study, we have conducted a systematic literature review …

Methods and new research progress of remote sensing monitoring of crop disease and pest stress using unmanned aerial vehicle

Y Guofeng, HE Yong, F Xuping, LI Xiyao, Z Jinnuo… - Smart …, 2022 - smartag.net.cn
Diseases and pests are main stresses to crop production. It is necessary to accurately and
quickly monitor and control the stresses dynamically, so as to ensure the food security and …

无人机遥感监测作物病虫害胁迫方法与最新研究进展

杨国峰, 何勇, 冯旭萍, 李禧尧, 张金诺, 俞泽宇 - 智慧农业, 2022 - smartag.net.cn
病虫害是作物生产面临的主要胁迫之一. 近年来, 随着无人机产业的快速发展,
无人机农业遥感因其图像空间分辨率高, 数据获取时效性强和成本低等特点 …

Advanced Technologies and Artificial Intelligence in Agriculture

A Uzhinskiy - AppliedMath, 2023 - mdpi.com
According to the Food and Agriculture Organization, the world's food production needs to
increase by 70 percent by 2050 to feed the growing population. However, the EU …

Assimilation of Earth Observation data for crop yield estimation in smallholder agricultural systems

B Sisheber, M Marshall, D Mengistu… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Crop yield estimates are an important data output of agricultural monitoring systems. In sub-
Saharan Africa, large input requirements of crop growth models, fragmented agricultural …

Application and evaluation of a simple crop modelling framework: A case study for spring barley, winter wheat and winter oilseed rape over Ireland

D Upreti, T McCarthy, M O'Neill, K Ishola, R Fealy - Agronomy, 2022 - mdpi.com
Globally, croplands represent a significant contributor to climate change, through both
greenhouse gas emissions and land use changes associated with cropland expansion …