Staff information

PNNL Publications

2025

• Huang H., Y. Qian, G. Bisht, J. Wang, T. Chakraborty, D. Hao, and J. Li, et al. 2025. "WRF-ELM v1.0: a regional climate model to study land-atmosphere interactions over heterogeneous land use regions." Geoscientific Model Development 18. PNNL-SA-199431. doi:10.5194/gmd-18-1427-2025
• Liu H., J. Xiao, J. Xiao, D. Hao, F. Li, F. Ji, and M. Chen. 2025. "Importance of viewing angle: Hotspot effect improves the ability of satellites to track terrestrial photosynthesis." Remote Sensing of Environment 317, no. _:Art. No. 114492. PNNL-SA-193184. doi:10.1016/j.rse.2024.114492
• Lu W., Y. Zeng, N. Vilfan, J. Huang, S. Van Wittenberghe, Y. He, and Y. Gao, et al. 2025. "Characterizing leaf-scale fluorescence emission by spectral invariants." Remote Sensing of Environment 322. PNNL-SA-197850. doi:10.1016/j.rse.2025.114704
• Luo M., X. Zhao, D. Hao, B. Bond-Lamberty, A. Daigneault, P.L. Patel, and S. Kou-Giesbrecht, et al. 2025. "Role of Forest Carbon Change in Shaping Future Land Use and Land Cover Change." Global Change Biology 31, no. 5:e70219. PNNL-SA-205886.
• Su Y., X. Li, C. Zhang, W. Yan, P. Ciais, S. Cook-Patton, and O.L. Phillips, et al. 2025. "Carbon accumulation rate peaks at 1,000-m elevation in tropical planted and regrowth forests." One Earth 8, no. 1:Art. No. 101147. PNNL-SA-203439. doi:10.1016/j.oneear.2024.11.001
• Tang J., V. Bento, D. Hao, Y. Zeng, P. Guo, Y. Chen, and Q. Wang, et al. 2025. "Assessing methods in fusion and fitting for time series construction in remote sensing-based earth observations." GIScience & Remote Sensing 62, no. 1:2486190. PNNL-SA-193270. doi:10.1080/15481603.2025.2486190

2024

• Ji F., F. Li, D. Hao, A.N. Shiklomanov, X. Yang, P. Townsend, and H. Dashti, et al. 2024. "Unveiling the transferability of PLSR models for leaf trait estimation: lessons from a comprehensive analysis with a novel global dataset." New Phytologist 243, no. 1:111-131. PNNL-SA-193271. doi:10.1111/nph.19807
• Li F., D. Hao, Q. Zhu, K. Yuan, R.K. Braghiere, L. He, and X.R. Luo, et al. 2024. "Global impacts of vegetation clumping on regulating land surface heat fluxes." Agricultural and Forest Meteorology 345. PNNL-SA-181085. doi:10.1016/j.agrformet.2023.109820
• Li L., G. Bisht, D. Hao, and L. Leung. 2024. "Global 1 km Land Surface Parameters for Kilometer-Scale Earth System Modeling." Earth System Science Data 16, no. 4:2007-2032. PNNL-SA-186655. doi:10.5194/essd-16-2007-2024
• Luo M., A. Daigneault, X. Zhao, D. Hao, and M. Chen. 2024. "Impacts of Forest Management-Induced Productivity Changes on Future Land Use and Land Cover Change." Earth's Future 12, no. 8:e2024EF004878. PNNL-SA-201363. doi:10.1029/2024EF004878
• Qiu H., G. Bisht, L. Li, D. Hao, and D. Xu. 2024. "Development of inter-grid-cell lateral unsaturated and saturated flow model in the E3SM Land Model (v2.0)." Geoscientific Model Development 17, no. 1:143-167. PNNL-SA-182385. doi:10.5194/gmd-17-143-2024
• Wheeler K., M. Dietze, D.S. Lebauer, J.A. Peters, A. Richardson, A.A. Ross, and R. Thomas, et al. 2024. "Predicting spring phenology in deciduous broadleaf forests: NEON phenology forecasting community challenge." Agricultural and Forest Meteorology 345. PNNL-SA-182429. doi:10.1016/j.agrformet.2023.109810
• Yan W., Y. Zeng, X. Zhang, W. Zhao, Y. Gao, Y. He, and D. Hao. 2024. "Escape ratio contributes more than fluorescence yield to SIF-GPP relationship over crops and rainforest." IEEE Geoscience and Remote Sensing Letters 21, no. _:Art no. 2504705. PNNL-SA-198907. doi:10.1109/LGRS.2024.3432820

2023

• Chen R., G. Yin, W. Zhao, K. Yan, S. Wu, D. Hao, and G. Liu. 2023. "Topographic Correction of Optical Remote Sensing Images in Mountainous Areas: A Systematic Review." IEEE Geoscience and Remote Sensing Magazine 11, no. 4:125 - 145. PNNL-SA-190887. doi:10.1109/MGRS.2023.3311100
• Hao D., G. Bisht, H. Wang, D. Xu, H. Huang, Y. Qian, and L. Leung. 2023. "A cleaner snow future mitigates Northern Hemisphere snowpack loss from warming." Nature Communications 14. PNNL-SA-190229. doi:10.1038/s41467-023-41732-6
• Hao D., G. Bisht, K. Rittger, E. Bair, C. He, H. Huang, and C. Dang, et al. 2023. "Improving snow albedo modeling in E3SM land model (version 2.0) and assessing its impacts on snow and surface fluxes over the Tibetan Plateau." Geoscientific Model Development 16, no. 1:75-94. PNNL-SA-170799. doi:10.5194/gmd-16-75-2023
• Hao D., G. Bisht, K. Rittger, T. Stillinger, E. Bair, Y. Gu, and L. Leung. 2023. "Evaluation of E3SM land model snow simulations over the western United States." The Cryosphere 17, no. 2:673-697. PNNL-SA-178913. doi:10.5194/tc-17-673-2023
• Hao D., G. Bisht, Y. Gu, and L. Leung. 2023. "Regional and Teleconnected Impacts of Solar Radiation-Topography Interaction over the Tibetan Plateau." Geophysical Research Letters 50, no. 23:Art. No. e2023GL106293. PNNL-SA-190228. doi:10.1029/2023GL106293
• Li F., D. Hao, Q. Zhu, K. Yuan, R.K. Braghiere, L. He, and X.R. Luo, et al. 2023. "Vegetation clumping modulates global photosynthesis through adjusting canopy light environment." Global Change Biology 29, no. 3:731-746. PNNL-SA-174765. doi:10.1111/gcb.16503
• Luo M., F. Li, D. Hao, Q. Zhu, H. Dashti, and M. Chen. 2023. "Uncertain spatial pattern of future land use and land cover change and its impacts on terrestrial carbon cycle over the Arctic-Boreal region of North America." Earth's Future 11, no. 10:Art. No. e2023EF003648. PNNL-SA-183110. doi:10.1029/2023EF003648
• Qiu H., D. Hao, Y. Zeng, X. Zhang, and M. Chen. 2023. "Global and Northern-High-Latitude Net Ecosystem produciton in the 21st century from CMIP6 experiments." Earth System Dynamics 14, no. 1:1-16. PNNL-SA-178794. doi:10.5194/esd-14-1-2023
• Yang Z., X. Luo, Y. Shi, T. Zhou, K. Luo, Y. Lai, and P. Yu, et al. 2023. "Controls and variability of soil respiration temperature sensitivity across China." Science of the Total Environment 871. PNNL-SA-175500. doi:10.1016/j.scitotenv.2023.161974
• Zeng Y., D. Hao, T. Park, P. Zhu, A.R. Huete, R.B. Myneni, and Y. Knyazikhin, et al. 2023. "Structural complexity biases vegetation greenness measures." Nature Ecology & Evolution 7, no. 11:1790-1798. PNNL-SA-184390. doi:10.1038/s41559-023-02187-6

2022

• Hao D., G. Bisht, M. Huang, P. Ma, T.K. Tesfa, W.L. Lee, and Y. Gu, et al. 2022. "Impacts of Sub-Grid Topographic Representations on Surface Energy Balance and Boundary Conditions in the E3SM Land Model: A Case Study in Sierra Nevada." Journal of Advances in Modeling Earth Systems 14, no. 4:e2021MS002862. PNNL-SA-167225. doi:10.1029/2021MS002862
• Hao D., Y. Zeng, Z. Zhang, Y. Zhang, H. Qiu, K. Biriukova, and M. Celesti, et al. 2022. "Adjusting solar-induced fluorescence to nadir-viewing provides a better proxy for GPP." ISPRS Journal of Photogrammetry and Remote Sensing 186. PNNL-SA-178556. doi:10.1016/j.isprsjprs.2022.01.016
• Huang M., P. Ma, N. Chaney, D. Hao, G. Bisht, M. Fowler, and V.E. Larson, et al. 2022. "Representing surface heterogeneity in land-atmosphere coupling in E3SMv1 single-column model over ARM SGP during summertime." Geoscientific Model Development 15, no. 16:6371-6384. PNNL-SA-177124. doi:10.5194/gmd-15-6371-2022
• Jian J., V.L. Bailey, K.R. Dorheim, A.G. Konings, D. Hao, A.N. Shiklomanov, and A.C. Snyder, et al. 2022. "Historically inconsistent productivity and respiration fluxes in the global terrestrial carbon cycle." Nature Communications 13. PNNL-SA-153170. doi:10.1038/s41467-022-29391-5
• Lin S., D. Hao, Y. Zheng, H. Zhang, C. Wang, and W. Yuan. 2022. "Multi-site assessment of the potential of fine resolution red-edge vegetation indices for estimating gross primary production." International Journal of Applied Earth Observation and Geoinformation 113. PNNL-SA-179188. doi:10.1016/j.jag.2022.102978

2021

• Hao D., G. Bisht, Y. Gu, W. Lee, K.N. Liou, and L. Leung. 2021. "A Parameterization of Sub-grid Topographical Effects on Solar Radiation in the E3SM Land Model (Version 1.0): Implementation and Evaluation over the Tibetan Plateau." Geoscientific Model Development 14, no. 10:6273-6289. PNNL-SA-160129. doi:10.5194/gmd-2021-55
• Jian J., B. Bond-Lamberty, D. Hao, B. Sulman, K.F. Patel, J. Zheng, and K.R. Dorheim, et al. 2021. "Leveraging observed soil heterotrophic respiration fluxes as a novel constraint on global-scale models." Global Change Biology 27, no. 20:5392-5403. PNNL-SA-157824. doi:10.1111/gcb.15795
• Tang X., Y. Shi, X. Luo, L. Liu, J. Jian, B. Bond-Lamberty, and D. Hao, et al. 2021. "A decreasing carbon allocation to belowground autotrophic respiration in global forest ecosystems." Science of the Total Environment 798. PNNL-SA-159971. doi:10.1016/j.scitotenv.2021.149273

2020

• Hao D., G.R. Asrar, Y. Zeng, Q. Zhu, J. Wen, Q. Xiao, and M. Chen. 2020. "DSCOVR/EPIC-derived global hourly and daily downward shortwave and photosynthetically active radiation data at 0.1° x 0.1° resolution." Earth System Science Data 12, no. 3:2209-2221. PNNL-SA-156293. doi:10.5194/essd-12-2209-2020
• Weber M.A., D. Hao, G.R. Asrar, Y. Zhou, X. Li, and M. Chen. 2020. "Exploring the Use of DSCOVR/EPIC Satellite Observations to Monitor Vegetation Phenology." Remote Sensing 12, no. 15:Article No. 2384. PNNL-SA-154776. doi:10.3390/rs12152384
• Zeng Y., J. Li, Q. Liu, A.R. Huete, B. Xu, G. Yin, and W. Fan, et al. 2020. "A Radiative Transfer Model for Patchy Landscapes Based on Stochastic Radiative Transfer Theory." IEEE Transactions on Geoscience and Remote Sensing 58, no. 4:2571 - 2589. PNNL-SA-150100. doi:10.1109/TGRS.2019.2952377

2019

• Hao D., G.R. Asrar, Y. Zeng, Q. Zhu, J. Wen, Q. Xiao, and M. Chen. 2019. "Estimating Hourly Land Surface Downward Shortwave and Photosynthetically Active Radiation from DSCOVR/EPIC Observations." Remote Sensing of Environment 232. PNNL-SA-142174. doi:10.1016/j.rse.2019.111320