You can also find my articles on my Google Scholar profile.
Published in Energy Strategy Reviews, Huo, D., Zhang, Q., Dong, Y., Kennedy, C., Zhang, C. , 2023
This study investigates the driving forces behind Beijings rapid electrification and contributions to city-level decarbonization.
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Published in Scientific Data, Huo, D., Liu, K., Liu, J., ... , Liu, Z. , 2022
In this paper, we present present Carbon Monitor Cities-China (CMCC), a near-real-time dataset of daily CO2 emissions from fossil fuel and cement production for 48 major high-emission cities in China. CMCC is developed based on an innovative framework that integrates bottom-up inventory construction and daily emission estimates from sectoral activities and models.
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Published in Scientific Data, Huo, D., Huang, X., Dou, X., Ciais, P., ... , Liu, Z., 2022
In this paper, we present Carbon Monitor Cities, near-real-time daily estimates of CO2 emissions from 1500 cities worldwide.
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Published in Resources, Conservation & Recycling, Da Huo, Yuksel Asli Sari, Ryan Kealey, Qian Zhang, 2022
In this paper, we present a reinforcement learning-powered real-time dispatching algorithm for GHG emission reduction in mining operations
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Published in The Innovation, Xinyu Dou, Yilong Wang, Philippe Ciais, Frédéric Chevallier, Steven J Davis, Monica Crippa, Greet Janssens-Maenhout, Diego Guizzardi, Efisio Solazzo, Feifan Yan, Da Huo, Zheng Bo, Biqing Zhu, Duo Cui, Piyu Ke, Taochun Sun, Hengqi Wang, Qiang Zhang, Pierre Gentine, Zhu Deng, Zhu Liu, 2021
In this paper, we present the first near-real-time Global Gridded Daily CO2 Emissions Dataset (GRACED) from fossil fuel and cement production with a global spatial-resolution of 0.1° by 0.1° and a temporal-resolution of 1-day.
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Published in Earth Surf. Dynam. Discuss., Huo, D. and Bishop, M. P., 2021
This paper investigate supraglacial ponding and drainage dynamics in response to different topographic and debris flux conditions through numerical simulations.
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Published in Geomorphology, Huo, D., Bishop, M. P., Young, B. W. & Chi, Z., 2021
This paper focuses on feedbacks between glacier surface melt, topography and debris transport.Other findings include: 1 Numerical models are developed to study the feedbacks on glacier surface. 2 Gravitational process on an evolving topography redistributes debris thickness. 3 Ice loss on a bare-ice glacier is sensitive to topographic shading. 4 Complex surface topography may enhance ice loss on a debris-covered glacier.
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Published in Frontiers in Earth Science, Huo, D., Bishop, M. P. & Bush, A., 2021
This paper is about glacier modeling. Our results demonstrate that climate forcing, the properties and transport of debris, topography and supraglacial water bodies are the key controlling factors in a debris-covered glacier system, and that their coupled effects and positive feedbacks may increase the ice loss of a debris-covered glacier. We also recommend new research directions for future studies.
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Published in Water, Huo, D., Chi, Z. & Ma, A., 2021
This review summarizes our current knowledge of surface processes on debris-covered glaciers with an emphasis on the related modeling efforts. We present an integrated view on how numerical modeling provide insights into glacier surface ablation, supraglacial debris transport, morphological variation, pond dynamics, and ice-cliff evolution. We also highlight the remote sensing approaches that facilitate modeling, and discuss the limitations of existing models regarding their capabilities to address coupled processes on debris-covered glaciers and suggest research directions.
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Published in Treatise on Geomorphology. Preprint available on Reference Module in Earth Systems and Environmental Sciences, Bush, A., Bishop, M. P., Huo, D., Chi, Z., & Tiwari, U., 2020
This paper is about climate analysis for understanding mountains and glaciers.
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Published in Treatise on Geomorphology. Reference Module in Earth Systems and Environmental Sciences, Huo, D., Bishop, M. P., Young, B. W., & Chi, Z., Haritashya, U. K., 2020
This paper is addresses glacier modeling issues for characterizing surface energy balance, ablation, meltwater production, supraglacial debris fluxes, ice-flow dynamics and glacial erosion. We highlight numerous modeling issues regarding specific processes, subsystem coupling and feedbacks, model input and validation, and identify research directions for future studies.
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Published in IEEE Transactions on Geoscience and Remote Sensing, Ma, A., Filippi, A., Wang, Z., Yin, Z., Huo, D., Li., X., & Guneralp, B., 2020
This paper is about a faster sequential feature extraction framework for long short-term memory (LSTM)-based HSI classification we proposed.
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Published in Texas A&M University (Doctoral dissertation), Huo, D., 2020
This dissertation is about climate-glacier modeling.
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Published in Reference Module in Earth Systems and Environmental Science, Bishop, M. P., Young, B. W., Huo, D., & Chi, Z., 2020
This paper is about utilizing high-resolution geospatial datasets for investigating and mapping landforms and geomorphological systems.
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Published in ISPRS International Journal of Geo-Information, Li, X., Huo, D., Goldberg, D. W., Chu, T., Yin, Z., & Hammond, T. , 2019
This paper is about a mobile app we developed for road anomaly detection. This study suggests that implementing a crowdsensing solution could substantially improve the effectiveness of traditional road monitoring systems.
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Published in High Spatial Resolution Remote Sensing, Bishop, M. P., Bagavathiannan, M. V., Cope, D. A., Huo, D., Murray, S. C., Olsenholler, J. A., Rooney, W. L., Thomasson, J. A., Valasek, J., Young, B. W., Filippi, A. M., Hays, D. B., Malambo, L., Popescu, S., Rajan, N., Singh, V., McCutchen, B., Avant, B., & Vidrine, M., 2018
This paper is about unmanned aerial systems (UASs) imageries and the related applications.
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Published in Reference Module in Earth Systems and Environmental Sciences, Bishop, M. P., Young, B. W., & Huo, D., 2018
This paper is about quantitative land-surface analysis and modeling.
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Published in Proceedings of the 2018 Geomorphometry Conference, Huo, D., Bishop, M. P., & Young, B. W., 2018
This paper is about geomorphometric assessment of glaciers in the Karakoram, Himalaya.
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Published in Journal of Geophysical Research: Solid Earth, Xiao, H., Xue, M., Yang, T., Liu, C., Hua, Q., Xia, S., Huang, H., Le, B.M., Yu, Y., Huo, D., & Pan, M., 2018
This paper is about the characteristics of microseisms.
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Published in Science Bulletin, Liu, C., Hua, Q., Pei, Y., Yang, T., Xia, X., Xue, M., Le, B., Huo, D., Liu, F., & Huang, H., 2014
This paper is about passive source Ocean Bottom Seismograph array experiment and data quality analyses.
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Published in Marine Geophysical Research, Huo, D., & Yang, T., 2013
This paper is about seismic data processing for better understanding of seismic ambient noise using power spectral density and probability density function.
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