Detecting change-point, trend, and seasonality in satellite time series data to track abrupt changes and nonlinear dynamics: A Bayesian ensemble algorithm

Kaiguang Zhao, Michael A. Wulder, Tongxi Hu, +8

Remote Sensing of Environment

EngineeringBayesian Ensemble AlgorithmPredictive AnalyticsGeographyManagement +11

Utility of multitemporal lidar for forest and carbon monitoring: Tree growth, biomass dynamics, and carbon flux

Kaiguang Zhao, Juan Carlos Pinilla Suárez, Mariano Garcı́a, +3

Remote Sensing of Environment

Carbon SequestrationEnvironmental MonitoringEngineeringCarbon FluxForest Biometrics +12

Crop yield prediction via explainable AI and interpretable machine learning: Dangers of black box models for evaluating climate change impacts on crop yield

Tongxi Hu, Xuesong Zhang, Gil Bohrer, +5

Agricultural and Forest Meteorology

Artificial IntelligenceInterpretable Machine LearningPrecision AgricultureEngineeringMachine Learning +9

Mapping fine-scale human disturbances in a working landscape with Landsat time series on Google Earth Engine

Tongxi Hu, Elizabeth Myers Toman, Gang Chen, +5

ISPRS Journal of Photogrammetry and Remote Sensing

Earth ObservationCartographyGeospatial MappingEngineeringLandsat Time Series +10

Estimation of high‐resolution near‐surface freeze/thaw state by the integration of microwave and thermal infrared remote sensing data on the Tibetan Plateau

Tianjie Zhao, Jiancheng Shi, Tongxi Hu, +6

Earth and Space Science

Environmental MonitoringEngineeringClimate ModelingTerrestrial SensingEarth Science +17

Using stable isotopes to quantify water uptake from different soil layers and water use efficiency of wheat under long-term tillage and straw return practices

Zhen Liu, Fengyun Ma, Tongxi Hu, +4

Agricultural Water Management

Stable IsotopesBiogeochemistryEngineeringStraw Return PracticesSoil Science +4

Estimating Snow Water Equivalent with Backscattering at X and Ku Band Based on Absorption Loss

Yurong Cui, Chuan Xiong, Juha Lemmetyinen, +7

Remote Sensing

Snow Water EquivalentEngineeringAbsorption LossClimate ModelingEarth Science +20

A continuous global record of near-surface soil freeze/thaw status from AMSR-E and AMSR2 data

Tongxi Hu, Tianjie Zhao, Kaiguang Zhao, +1

International Journal of Remote Sensing

Assessing long‐term impacts of cover crops on soil organic carbon in the central US Midwestern agroecosystems

Ziqi Qin, Kaiyu Guan, Wang Zhou, +11

Global Change Biology

Impacts of forest loss on local climate across the conterminous United States: Evidence from satellite time-series observations

Yang Li, Yanlan Liu, Gil Bohrer, +5

The Science of The Total Environment

ClimatologyRegional Climate ResponseEngineeringForestryGeography +7