Concepedia

Kunxiaojia Yuan

KY

13

Publications

623

Citations

13

H-Index

2019

Active since

Affiliations

Lawrence Berkeley National Laboratory(Current)

Wuhan University

State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing

University of Wisconsin–Madison

Stanford University

Kunxiaojia Yuan is an author at Lawrence Berkeley National Laboratory specializing in engineering, geography, and climate change.

Top concepts

EngineeringGeographyEarth ScienceClimate ChangeClimatologyData ScienceEarth System SciencePredictive AnalyticsMachine LearningDeforestation

Publications per year

2019–2024

13

Publications

13

A hierarchical temporal attention-based LSTM encoder-decoder model for individual mobility prediction

Fa Li, Zhipeng Gui, Zhaoyu Zhang et al. · Neurocomputing · 2020 · 105 citations · Full text

Mobility Data, Engineering, Machine Learning +6

Boreal–Arctic wetland methane emissions modulated by warming and vegetation activity

Kunxiaojia Yuan, Fa Li, Gavin McNicol et al. · Nature Climate Change · 2024 · 69 citations · Full text

A quad-tree-based fast and adaptive Kernel Density Estimation algorithm for heat-map generation

Kunxiaojia Yuan, Xiaoqiang Cheng, Zhipeng Gui et al. · International Journal of Geographical Information Systems · 2019 · 59 citations

Numerical Analysis, Real-time Visualization, Engineering +19

Causality guided machine learning model on wetland CH4 emissions across global wetlands

Kunxiaojia Yuan, Qing Zhu, Fa Li et al. · Agricultural and Forest Meteorology · 2022 · 59 citations · Full text

Upscaling Wetland Methane Emissions From the FLUXNET‐CH4 Eddy Covariance Network (UpCH4 v1.0): Model Development, Network Assessment, and Budget Comparison

Gavin McNicol, Etienne Fluet‐Chouinard, Zutao Ouyang et al. · AGU Advances · 2023 · 59 citations · Full text

Engineering, Terrestrial Ecosystem, Wetland Ch 4 +11

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