User profiles for Jianxi Huang
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[HTML][HTML] Assimilation of remote sensing into crop growth models: Current status and perspectives
… Author links open overlay panel Jianxi Huang a b c d , Jose L. Gómez-Dans e f , Hai Huang
a , Hongyuan Ma f , Qingling Wu f , Philip E. Lewis e f , Shunlin Liang g h , Zhongxin Chen i , …
a , Hongyuan Ma f , Qingling Wu f , Philip E. Lewis e f , Shunlin Liang g h , Zhongxin Chen i , …
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 MODIS …
framework that assimilated leaf area index (LAI) derived from Landsat TM and MODIS …
Assimilating a synthetic Kalman filter leaf area index series into the WOFOST model to improve regional winter wheat yield estimation
The scale mismatch between remote sensing observations and state variables simulated by
crop growth models decreases the reliability of crop yield estimates. To overcome this …
crop growth models decreases the reliability of crop yield estimates. To overcome this …
The 10-m crop type maps in Northeast China during 2017–2019
Northeast China is the leading grain production region in China where one-fifth of the
national grain is produced; however, consistent and reliable crop maps are still unavailable, …
national grain is produced; however, consistent and reliable crop maps are still unavailable, …
The impact of Russia-Ukraine conflict on global food security
Ukraine and Russia are two important grain producers and exporters in the world, accounting
for 12% and 17% of the world's wheat exports, respectively. The conflict between Russia …
for 12% and 17% of the world's wheat exports, respectively. The conflict between Russia …
Iron oxide nanoparticles decorated with functional peptides for a targeted siRNA delivery to glioma cells
Glioma is a deadly form of brain cancer, and the difficulty of treating glioma is exacerbated
by the chemotherapeutic resistance developed in the tumor cells over the time of treatment. …
by the chemotherapeutic resistance developed in the tumor cells over the time of treatment. …
A global record of annual terrestrial Human Footprint dataset from 2000 to 2018
Human Footprint, the pressure imposed on the eco-environment by changing ecological
processes and natural landscapes, is raising worldwide concerns on biodiversity and …
processes and natural landscapes, is raising worldwide concerns on biodiversity and …
Jointly assimilating MODIS LAI and ET products into the SWAP model for winter wheat yield estimation
J Huang, H Ma, W Su, X Zhang… - IEEE Journal of …, 2015 - ieeexplore.ieee.org
Leaf area index (LAI) and evapotranspiration (ET) are two crucial biophysical variables
related to crop growth and grain yield. This study presents a crop model-data assimilation …
related to crop growth and grain yield. This study presents a crop model-data assimilation …
The improved winter wheat yield estimation by assimilating GLASS LAI into a crop growth model with the proposed Bayesian posterior-based ensemble Kalman filter
Data assimilation has been demonstrated as the potential crop yield estimation approach.
Accurate quantification of model and observation errors is the key to determining the success …
Accurate quantification of model and observation errors is the key to determining the success …
Improved Gaussian mixture model to map the flooded crops of VV and VH polarization data
Accurate and timely monitoring of flooded crop areas is crucial for disaster rescue and loss
assessment. However, most flooded crop monitoring methods based on synthetic aperture …
assessment. However, most flooded crop monitoring methods based on synthetic aperture …