default author photo

LuJie XIAO

Shanxi Agricultural University

SCHOLARLY PAPERS

6

DOWNLOADS

233

TOTAL CITATIONS

0

Scholarly Papers (6)

1.

Field Scale Assessment of Winter Wheat Yield in Loess Plateau of China by Assimilating the Dssat Model and Sentinel-2 Data with Enkf Algorithm

Number of pages: 28 Posted: 19 Dec 2023
Shanxi Agricultural University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Nanjing University of Information Science and Technology, affiliation not provided to SSRN, Shanxi Agricultural University, Shanxi Agricultural University, Government College University Lahore, affiliation not provided to SSRN, Shanxi Agricultural University, Shanxi Agricultural University, affiliation not provided to SSRN, affiliation not provided to SSRN, Shanxi Agricultural University and affiliation not provided to SSRN
Downloads 58 (1,000,027)

Abstract:

Loading...

CERES-Wheat model, EnKF assimilation, Remote sensing, Yield estimation, LAI

2.

Estimation on Leaf Chlorophyll Content of Soybean by Using Spectral Resampling Technique and Machine Learning Algorithms

Number of pages: 23 Posted: 22 Sep 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Government College University Lahore, affiliation not provided to SSRN, Shanxi Agricultural University and affiliation not provided to SSRN
Downloads 58 (989,921)

Abstract:

Loading...

Soybean, Hyperspectral, Spectral resampling technique, Vegetation index, Chlorophyll content

3.

Hyperspectral Estimation on the Photosynthetic Phenotype of Winter Wheat Under Drought Stress Using Machine Learning Algorithmshyperspectral Estimation on the Photosynthetic Phenotype of Winter Wheat Under Drought Stress Using Machine Learning Algorithms

Number of pages: 40 Posted: 17 May 2024
affiliation not provided to SSRN, Shanxi Agricultural University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Shanxi Agricultural University, affiliation not provided to SSRN, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University and Shanxi Agricultural University
Downloads 42 (1,183,237)

Abstract:

Loading...

Winter wheat, photosynthesis, Hyperspectral, machine learning, spectral index

4.

Multivariate Prediction on Soil Aggregates-Associated Organic Carbon by Simulating Satellite Sensor Bands

Number of pages: 43 Posted: 29 Dec 2022
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, University of Wisconsin-Madison, Government College University Lahore and affiliation not provided to SSRN
Downloads 37 (1,236,159)

Abstract:

Loading...

Soil aggregates, Organic carbon, Resampling, Simulated bands, Spectral index

Research on Precise Identification of Wheat Pests and Diseases Based on an Enhanced VGG16 Model and Transfer Learning

Number of pages: 38 Posted: 11 Feb 2026
Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Taiyuan Normal University, Rothamsted Research, Shanxi Agricultural University and Shanxi Agricultural University
Downloads 12 (1,628,763)

Abstract:

Loading...

Wheat diseases and pests, Convolutional Neural Networks, Transfer Learning, Image recognition

Research on Precise Identification of Wheat Pests and Diseases Based on an Enhanced VGG16 Model and Transfer Learning

Number of pages: 38 Posted: 11 Feb 2026
Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Taiyuan Normal University, Rothamsted Research, Shanxi Agricultural University and Shanxi Agricultural University
Downloads 10 (1,628,763)

Abstract:

Loading...

Wheat diseases and pests, Convolutional Neural Networks, Transfer Learning, Image recognition

Research on Precise Identification of Wheat Pests and Diseases Based on an Enhanced VGG16 Model and Transfer Learning

Number of pages: 38 Posted: 11 Feb 2026
Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Taiyuan Normal University, Rothamsted Research, Shanxi Agricultural University and Shanxi Agricultural University
Downloads 9 (1,628,763)

Abstract:

Loading...

Wheat diseases and pests, Convolutional Neural Networks, Transfer Learning, Image recognition

6.

Estimation of Winter Wheat Aboveground Biomass and Leaf Area Index Using UAV Multispectral Imagery and Stacking Ensemble Learning

Number of pages: 49 Posted: 30 Mar 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Shanxi Agricultural University, affiliation not provided to SSRN, Shanxi Agricultural University, Shanxi Agricultural University, affiliation not provided to SSRN, Northwest Agricultural and Forestry University, Shanxi Agricultural University, Shanxi Agricultural University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 7 (1,566,597)

Abstract:

Loading...

AGB, LAI, Stacking Ensemble Learning, SHAP, UAV Multispectral Imagery