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Dive into the research topics where Licheng Liu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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- 1 Active
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Estimation of global methane soil sink using synthesized datasets and knowledge-guided machine learning
UNIVERSITY OF COLORADO AT BOULDER, U.S. DEPARTMENT OF ENERGY (USDOE)
9/1/23 → 8/31/24
Project: Research project
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Assessment of soil total phosphorus storage in a complex topography along China's southeast coast based on multiple mapping scales
CHEN, Z., LI, J., HUANG, K., WEN, M., ZHUANG, Q., LIU, L., ZHU, P., JIN, Z., XING, S. & ZHANG, L., Feb 2024, In: Pedosphere. 34, 1, p. 236-251 16 p.Research output: Contribution to journal › Article › peer-review
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Knowledge-guided machine learning can improve carbon cycle quantification in agroecosystems
Liu, L., Zhou, W., Guan, K., Peng, B., Xu, S., Tang, J., Zhu, Q., Till, J., Jia, X., Jiang, C., Wang, S., Qin, Z., Kong, H., Grant, R., Mezbahuddin, S., Kumar, V. & Jin, Z., Dec 2024, In: Nature communications. 15, 1, 357.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
A deep transfer learning framework for mapping high spatiotemporal resolution LAI
Zhou, J., Yang, Q., Liu, L., Kang, Y., Jia, X., Chen, M., Ghosh, R., Xu, S., Jiang, C., Guan, K., Kumar, V. & Jin, Z., Dec 2023, In: ISPRS Journal of Photogrammetry and Remote Sensing. 206, p. 30-48 19 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
A flexible and efficient knowledge-guided machine learning data assimilation (KGML-DA) framework for agroecosystem prediction in the US Midwest
Yang, Q., Liu, L., Zhou, J., Ghosh, R., Peng, B., Guan, K., Tang, J., Zhou, W., Kumar, V. & Jin, Z., Dec 15 2023, In: Remote Sensing of Environment. 299, 113880.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
A scalable framework for quantifying field-level agricultural carbon outcomes
Guan, K., Jin, Z., Peng, B., Tang, J., DeLucia, E. H., West, P. C., Jiang, C., Wang, S., Kim, T., Zhou, W., Griffis, T., Liu, L., Yang, W. H., Qin, Z., Yang, Q., Margenot, A., Stuchiner, E. R., Kumar, V., Bernacchi, C., Coppess, J., & 7 others , Aug 2023, In: Earth-Science Reviews. 243, 104462.Research output: Contribution to journal › Review article › peer-review
Open Access4 Scopus citations