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Liang Tang

Nanjing Agricultural University (NAU)

SCHOLARLY PAPERS

5

DOWNLOADS

268

TOTAL CITATIONS

0

Scholarly Papers (5)

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1.

Improving Phenology Prediction of Wheat Breeding Populations by Integrating Deep Learning and Process-Based Crop Models

Number of pages: 54 Posted: 02 Jun 2025
Fengdi Li, Runtao He, Wenliang Yan, Qizhao Fang, Shifeng Cheng, Junliang Hou, YunFeng Xu, Yubing Wu, Yawen Xu, Xue Wang, Liujun Xiao, Leilei Liu, Liang Tang, Weixing Cao, Bing Liu and Yan Zhu
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, 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, affiliation not provided to SSRN, affiliation not provided to SSRN, Nanjing Agricultural University (NAU), Nanjing Agricultural University (NAU), affiliation not provided to SSRN and Nanjing Agricultural University (NAU)
Downloads 75 (844,901)

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Heading date, Crop models, Long Short-Term Memory, Climatic indices, Phenology prediction

2.

Climate-Smart Optimization of Double Cropping Rice Sowing Date by Combining Crop Models and Machine Learning

Number of pages: 31 Posted: 26 Jun 2025
Jinhan Zhang, Ming Huang, Ioannis N. Athanasiadis, Leilei Liu, Bing Liu, Liujun Xiao, Yan Zhu, Weixing Cao and Liang Tang
affiliation not provided to SSRN, affiliation not provided to SSRN, Wageningen University & Research, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Nanjing Agricultural University (NAU), Nanjing Agricultural University (NAU) and Nanjing Agricultural University (NAU)
Downloads 60 (980,173)

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Sowing date optimization, rice, Crop model, Machine learning, Extreme climate indices

3.

Plant Nitrogen Nutriention Status at Phenological Stages Can Well Estimate Wheat  Yield and its Components

Number of pages: 36 Posted: 21 Sep 2022
Bo Yao, Syed Tahir Ata-Ul-Karim, Yanling Li, Tianyang Ye, Yan Zhu, Weixing Cao, Qiang Cao and Liang Tang
Nanjing Agricultural University (NAU), University of Tokyo, Nanjing Agricultural University (NAU), Nanjing Agricultural University (NAU), Nanjing Agricultural University (NAU), Nanjing Agricultural University (NAU), Nanjing Agricultural University (NAU) and Nanjing Agricultural University (NAU)
Downloads 57 (989,921)

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Grain yield, nitrogen dilution curve, yield components, integrated nitrogen nutrition index, wheat

4.

Predicting and Explaining for Rice Phenology Across China by Integrating Crop Model and Interpretable Machine Learning

Number of pages: 39 Posted: 11 Jun 2024
Jinhan Zhang, Xiaomao Lin, Chongya Jiang, Xuntao Hu, Bing Liu, Leilei Liu, Liujun Xiao, Yan Zhu, Weixing Cao and Liang Tang
affiliation not provided to SSRN, Kansas State 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, Nanjing Agricultural University (NAU), Nanjing Agricultural University (NAU) and Nanjing Agricultural University (NAU)
Downloads 42 (1,170,409)

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Rice phenology, Crop models, Data-driven, Interpretable machine learning

5.

Quantitative Assessment of the Effects of Rising Temperature on the Grain Protein of Winter Wheat in China and its Adaptive Strategies

Number of pages: 45 Posted: 19 Dec 2023
Yuan Cao, Tingwei Yin, Xiaolei Qiu, Longqing Wang, Bing Liu, Yan Zhu, Liang Tang, Liujun Xiao, Weixing Cao and Leilei Liu
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, Nanjing Agricultural University (NAU), Nanjing Agricultural University (NAU), affiliation not provided to SSRN, Nanjing Agricultural University (NAU) and affiliation not provided to SSRN
Downloads 34 (1,304,549)

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Global warming, Spatial variation, crop model, Grain protein, Adaptive strategy, Wheat