[HTML][HTML] Assimilation of remote sensing into crop growth models: Current status and perspectives

J Huang, JL Gómez-Dans, H Huang, H Ma… - Agricultural and forest …, 2019 - Elsevier
Timely monitoring of crop lands is important in order to make agricultural activities more
sustainable, as well as ensuring food security. The use of Earth Observation (EO) data …

Progress and development on biological information of crop phenotype research applied to real-time variable-rate fertilization

Y Shi, Y Zhu, X Wang, X Sun, Y Ding, W Cao, Z Hu - Plant methods, 2020 - Springer
Background Variable-rate fertilization is crucial in the implementation of precision agriculture
and for ensuring reasonable and efficient fertilizer application and nutrient management that …

Integration of crop growth model and random forest for winter wheat yield estimation from UAV hyperspectral imagery

S Yang, L Hu, H Wu, H Ren, H Qiao… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
Accurate and timely crop yield estimation is critical for food security and sustainable
development. The rapid development of unmanned aerial vehicles (UAVs) offers a new …

Estimating wheat yield and quality by coupling the DSSAT-CERES model and proximal remote sensing

Z Li, X **, C Zhao, J Wang, X Xu, G Yang, C Li… - European Journal of …, 2015 - Elsevier
Coupling remote sensing data with a crop growth model has become an effective tool for
estimating grain yields and assessing grain quality. In this study, a data assimilation …

Estimating wheat yield by integrating the WheatGrow and PROSAIL models

L Zhang, CL Guo, LY Zhao, Y Zhu, WX Cao, YC Tian… - Field Crops …, 2016 - Elsevier
Coupling remote sensing data with crop models is an important way to predict crop yield on
a regional scale. Here, we developed a method for wheat yield forecasting based on …

[PDF][PDF] 遥感与作物生长模型数据同化应用综述

黄健熙, 黄海, 马鸿元, 卓文, 黄然, 高欣然… - 农业工程 …, 2018 - researchgate.net
遥感是获取大面积地表信息最有效的手段, 在农业资源监测, 作物产量预测中发挥着不可替代的
重要作用; 作物生长模型能够实现单点尺度上作物生长发育的动态模拟, 可对作物长势以及产量 …

作物精确栽培技术的构建与实现

曹卫星, 朱艳, 田永超, 姚霞, 汤亮, 刘小军, 倪军 - **农业科学, 2011 - chinaagrisci.com
The objective of this paper is to introduce the technical content, research progress,
application impact, and future prospect of crop precision cultivation (CPC). The contents of …

A novel function mining algorithm based on attribute reduction and improved gene expression programming

C Yuan, X Qin, L Yang, G Gao, S Deng - IEEE Access, 2019 - ieeexplore.ieee.org
It is very interesting and important to determine the function model for remote-sensing data.
The existing statistical and artificial intelligence models still have some defects. The …

Spatialization of crop growth simulation model using remote sensing

A Biswal, A Chakraborty, CS Murthy - Geospatial Technologies for Crops …, 2021 - Springer
Process-based crop growth simulation models (CGSMs) have been proven as a potential
tool for analysing crop behaviour and yield prediction in various spatial and temporal scales …

基于个体优势遗传算法的水稻生育期模型参数优化

庄嘉祥, 姜海燕, 刘蕾蕾, 王芳芳, 汤亮, 朱艳… - **农业 …, 2013 - chinaagrisci.com
[Objective] Fast and accurate estimation of crop growth model parameters is the basis of the
crop system simulation.[Method] In this paper, a newly improved genetic algorithm, named …