An overview of global leaf area index (LAI): Methods, products, validation, and applications
Leaf area index (LAI) is a critical vegetation structural variable and is essential in the
feedback of vegetation to the climate system. The advancement of the global Earth …
feedback of vegetation to the climate system. The advancement of the global Earth …
[HTML][HTML] Assimilation of remote sensing into crop growth models: Current status and perspectives
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 …
sustainable, as well as ensuring food security. The use of Earth Observation (EO) data …
A review of data assimilation of remote sensing and crop models
Timely and accurate estimation of crop yield before harvest to allow crop yields
management decision-making at a regional scale is crucial for national food policy and …
management decision-making at a regional scale is crucial for national food policy and …
[HTML][HTML] An LSTM neural network for improving wheat yield estimates by integrating remote sensing data and meteorological data in the Guanzhong Plain, PR China
H Tian, P Wang, K Tansey, J Zhang, S Zhang… - Agricultural and Forest …, 2021 - Elsevier
Crop growth condition and production play an important role in food management and
economic development. Therefore, estimating yield accurately and timely is of vital …
economic development. Therefore, estimating yield accurately and timely is of vital …
农业遥感研究应用进展与展望
陈仲新， 任建强， 唐华俊， 史云， 冷佩， 刘佳， 王利民… - 遥感学报, 2021 - ygxb.ac.cn
得益于中国自主遥感卫星, 无人机遥感和物联网等技术的发展, 中国农业遥感研究与应用在过去
20 年取得了显著进步, 中国农业遥感信息获取呈现出天地网一体化的趋势; 农业定量遥感在关键 …
20 年取得了显著进步, 中国农业遥感信息获取呈现出天地网一体化的趋势; 农业定量遥感在关键 …
A deep learning approach to conflating heterogeneous geospatial data for corn yield estimation: A case study of the US Corn Belt at the county level
Understanding large‐scale crop growth and its responses to climate change are critical for
yield estimation and prediction, especially under the increased frequency of extreme climate …
yield estimation and prediction, especially under the increased frequency of extreme climate …
Improving winter wheat yield estimation by assimilation of the leaf area index from Landsat TM and MODIS data into the WOFOST model
To predict regional-scale winter wheat yield, we developed a crop model and data
assimilation framework that assimilated leaf area index (LAI) derived from Landsat TM and …
assimilation framework that assimilated leaf area index (LAI) derived from Landsat TM and …
Combined spectral and spatial modeling of corn yield based on aerial images and crop surface models acquired with an unmanned aircraft system
J Geipel, J Link, W Claupein - Remote sensing, 2014 - mdpi.com
Precision Farming (PF) management strategies are commonly based on estimations of
within-field yield potential, often derived from remotely-sensed products, eg, Vegetation …
within-field yield potential, often derived from remotely-sensed products, eg, Vegetation …
[HTML][HTML] Assimilation of remotely sensed soil moisture and vegetation with a crop simulation model for maize yield prediction
To improve the prediction of crop yields at an aggregate scale, we developed a data
assimilation-crop modeling framework that incorporates remotely sensed soil moisture and …
assimilation-crop modeling framework that incorporates remotely sensed soil moisture and …
[图书][B] The climate of the Mediterranean region: From the past to the future
P Lionello - 2012 - books.google.com
The Mediterranean region contains a diverse and interesting climate ranging from areas
with permanent glaciers to areas of subtropical, semiarid regions. The region is potentially …
with permanent glaciers to areas of subtropical, semiarid regions. The region is potentially …