Seasonal crop yield forecast: Methods, applications, and accuracies

B Basso, L Liu - advances in agronomy, 2019 - Elsevier
The perfect knowledge of yield before harvest has been a wish puzzling human being since
the beginning of agriculture because seasonal forecast of crop yield plays a critical role in …

[HTML][HTML] Crop yield prediction using MODIS LAI, TIGGE weather forecasts and WOFOST model: A case study for winter wheat in Hebei, China during 2009–2013

W Zhuo, S Fang, X Gao, L Wang, D Wu, S Fu… - International Journal of …, 2022 - Elsevier
Timely and reliable in-season forecasting of crop yield is crucial for regional and national
agricultural management. To improve the winter wheat yield prediction accuracy at the …

An end-to-end model for rice yield prediction using deep learning fusion

Z Chu, J Yu - Computers and Electronics in Agriculture, 2020 - Elsevier
Rice yield is essential for more than half of the world's population, and thus, accurate
predictions of rice yield are of great importance for trade, development policies …

Application of temperature, water stress, CO2 in rice growth models

J Cho, T Oki - Rice, 2012 - Springer
In recent decades, numerous studies have attempted to project the impact of hypothesised
anthropogenic climate change on rice production. In this study, we offer a comprehensive …

Relationship between rice yield and climate variables in southwest Nigeria using multiple linear regression and support vector machine analysis

PG Oguntunde, G Lischeid, O Dietrich - International journal of …, 2018 - Springer
This study examines the variations of climate variables and rice yield and quantifies the
relationships among them using multiple linear regression, principal component analysis …

Pre-harvest forecasting of county wheat yield and wheat quality using weather information

BH Lee, P Kenkel, BW Brorsen - Agricultural and forest meteorology, 2013 - Elsevier
County wheat yield and wheat quality are forecast using weather information. Regression
models are estimated to account for the effect of weather on county wheat yield, protein, and …

Responses of rice yields in different rice-cropping systems to climate variables in the middle and lower reaches of the Yangtze River, China

L Yang, Z Qin, L Tu - Food Security, 2015 - Springer
Abstract The Middle and Lower reaches of the Yangtze River Basin (MLYRB) together
constitute the most intensive rice-farming region of China and is one of the most important …

Machine learning modelling of the relationship between weather and paddy yield in Sri Lanka

P Ekanayake, W Rankothge, R Weliwatta… - Journal of …, 2021 - Wiley Online Library
This paper presents the development of crop‐weather models for the paddy yield in Sri
Lanka based on nine weather indices, namely, rainfall, relative humidity (minimum and …

Spatial heterogeneity of county-level grain protein content in winter wheat in the Huang-Huai-Hai region of China

Y Zhao, Z Li, X Hu, G Yang, B Wang, D Duan… - European Journal of …, 2022 - Elsevier
Timely and accurate forecasting of crop grain protein content (GPC) is helpful in planning to
acquire the desired target protein levels. A geographically weighted regression (GWR) …

Estimativa da produtividade de arroz irrigado em função da radiação solar global e da temperatura mínima do ar

S Steinmetz, AN Deibler, JB Silva - Ciência Rural, 2013 - SciELO Brasil
Considerando-se a importância da produção do arroz irrigado no Estado do Rio Grande do
Sul e que o seu desempenho é influenciado pelas condições meteorológicas, o objetivo …