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Jingfeng Xiao

University of New Hampshire

SCHOLARLY PAPERS

5

DOWNLOADS

139

TOTAL CITATIONS

2

Scholarly Papers (5)

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1.

Inconsistency Among Multiple Global Soil Moisture Products and Conflicting Relationship between Vegetation Productivity and Soil Moisture Products

Number of pages: 34 Posted: 21 Dec 2024
Xinyao XU, Xufeng Wang, Jingfeng Xiao, Songlin Zhang, Yanpeng Yang, Zongxing Li, Xing Li and Te Sha
Northwest Normal University, Chinese Academy of Sciences (CAS), University of New Hampshire, Northwest Normal University, Chinese Academy of Sciences (CAS) - Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences (CAS) - Northwest Institute of Eco-Environment and Resources, Seoul National University and Capital Normal University
Downloads 52 (1,041,696)
Citation 2

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Soil moisture product, remote sensing, Vegetation index, Solar-induced fluorescence, Validation, Long-term trend

2.

Memory-Based Deep Learning Integrating Multi-Source Satellite Data Leads to Improved Estimation of Net Ecosystem Co2 Exchange Over North America

Number of pages: 61 Posted: 16 Jun 2025
Chengcheng Huang, Wei He, Brendan Byrne, Ngoc Tu Nguyen, Jingfeng Xiao, Hua Yang, Philippe Ciais, Songhan Wang, Xing Li, Han Ma, Peipei Xu, Mengyao Zhao, Hui Chen and Weimin Ju
affiliation not provided to SSRN, Zhejiang University of Technology, affiliation not provided to SSRN, Hohai University, University of New Hampshire, affiliation not provided to SSRN, University of Paris-Saclay, affiliation not provided to SSRN, affiliation not provided to SSRN, The University of Hong Kong - University of Hong Kong, Anhui Normal University, affiliation not provided to SSRN, affiliation not provided to SSRN and Nanjing University
Downloads 38 (1,209,354)

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Net ecosystem CO2 exchange, Carbon flux upscaling, Interannual variations, Memory effect, Long Short-Term Memory (LSTM) networks

3.

Combined Landscape Complexity is A Better Indicator of Ecosystem Multifunctionality in Forested Ecosystems than Physical or Biological Complexity Alone

Number of pages: 23 Posted: 05 Dec 2024
Ayanna St. Rose, Jingfeng Xiao and Kusum Naithani
University of Arkansas, Fayetteville, University of New Hampshire and University of Arkansas, Fayetteville
Downloads 27 (1,359,097)

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LiDAR, terrain structural complexity, ecosystem functions, canopy structural complexity, rugosity, plant diversity, beetle diversity, GPP, NEE, ER

4.

Mapping Long-term Dynamics of Grassland Biomass over Eurasia with In-Situ Measurements, Satellite Data, and a Stacking Ensemble Model

Number of pages: 69 Posted: 11 Mar 2026
Qi Qin, Xiaoping Xin, Jingfeng Xiao, Zhang Liangliang, Ruirui Yan, Changliang Shao, Jiaguo Qi, Maira Kussainova, Wei Fang, Amartuvshin Amarjargal, Alim Pulatov, Jiquan Chen and Yatang Wu
Chinese Academy of Agricultural Sciences (CAAS) - Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences (CAAS) - Institute of Agricultural Resources and Regional Planning, University of New Hampshire, Chengdu University of Technology, Chinese Academy of Agricultural Sciences (CAAS) - Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences (CAAS), Michigan State University, Kazakh National Agrarian Research University, Pace University, University of the Humanities, Tashkent Institute of Irrigation and Melioration, Michigan State University and Inner Mongolia Agricultural University
Downloads 12 (1,526,714)

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Aboveground biomass, Eurasian grasslands, Stacking ensemble model, Uncertainty quantification, machine learning

5.

Impacts of NDVI temporal resolution on vegetation phenology extraction: Multi-source product comparison and dual validation across China

Number of pages: 36 Posted: 13 May 2026
Fei Yu, Xinyi Hao, Rui Wang, Jingfeng Xiao, Wenxin Zhang, Shuhan Zhang, Dexiang Wang, Yandong Ma, Dexing Qiao, Huiwen Li and Zuoqiang Yuan
Northwestern Polytechnical University, Northwestern Polytechnical University, Northwestern Polytechnical University, University of New Hampshire, Lund University, Northwestern Polytechnical University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Northwestern Polytechnical University and Northwestern Polytechnical University
Downloads 10 (1,555,090)

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Vegetation phenology, Daily NDVI, Temporal resolution, Multi-source NDVI products, Validation