Journal articles

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Book Chapters

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Proceedings

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Journal Articles (published: #53, under review: #62)

Huang, X.†, Zhu, D., Zhang, F., Liu, T., Li, X., & Zou, L (2021). Sensing population distribution from satellite imagery via deep learning: model selection, neighboring effect, and systematic biases. doi: 10.1109/JSTARS.2021.3076630.
 
Huang, X.†, Lu, J., Gao, S., Wang, S., Liu, Z., & Han, X. (2021). Staying at home is a privilege: evidence from fine-grained mobile phone location data in the U.S. during the COVID-19 pandemic. Annals of American Association of Geographers. doi: 10.1080/24694452.2021.1904819.
 
Huang, X.†, Li, Z., Jiang, Y., Ye, X., Deng, C. Zhang, J., & Li, X. (2021). The Characteristics of multi-source mobility datasets and how they reveal the luxury nature of social distancing in the U.S. during the COVID-19 pandemic. International Journal of Digital Earth. doi:10.1080/17538947.2021.1886358.
 
Li, Z., Huang, X., Ye, X., Jiang, Y., Yago, M., & Hodgson, M. Measuring global multi-scale place connectivity using geotagged social media data. Scientific Reports. doi: 10.1038/s41598-021-94300-7.
 
Li, Z., Huang, X., Hu, T., Ning, H., Ye, X., Huang, B., & Li, X. ODT FLOW: Extracting, Analyzing, and Sharing Multi-source Multi-scale Human mobility. PLOS ONE. doi: 10.1371/journal.pone.0255259.
 
Xu, D., Huang, X., & Li, Z. Multi-Exit Evacuation Simulation based on Deep Reinforcement Learning. (2021). Transactions in GIS. doi: 10.1111/tgis.12738.
 
Jiang, Y., Huang, X., Li, Z. Spatiotemporal patterns of human mobility and its association with land use types during the COVID-19 in New York City using Twitter data. ISPRS International Journal of Geo-Information. doi: 10.3390/ijgi10050344.
 
Wang, P., Huang, X., Mango, J., Zhang, D., Xu, D., & Li, X. A hybrid population distribution prediction approach integrating LSTM and CA models with micro spatiotemporal granularity: a case study of Chongming District, Shanghai. ISPRS International Journal of Geo-Information. doi: 10.3390/ijgi10080544.
 
Shao, Z., Tang, Y., Huang, X., & Li, D. (2021). Monitoring Work Resumption of Wuhan in the COVID-19 Epidemic Using Daily Nighttime Light. Photogrammetric Engineering & Remote Sensing, 87(3), 195-204.
 
Li, Y., Shao, Z., Huang, X., Peng, S., & Cai, B. Meta-FSEO: a meta-learning fast adaptation with self-supervised embedding optimization for few-shot remote sensing scene classification. Remote Sensing, 13(14), 2776.
 
Wang, S., Noland, R. B., Huang, X. Does ridersourcing provide equal accessibility?. Annals of American Association of Geographers (Accepted).
 
Ding, Q., Shao, Z., Huang, X., & Altan, O. DSA-Net: A novel deeply supervised attention-guided network for building change detection in high-resolution remote sensing images, International Journal of Applied Earth Observation and Geoinformation. doi: 10.1016/j.jag.2021.102591.
 
Lv, X., Shao, Z., Huang, X., Zhou, W., Ming, D., Wang, J., & Tong C. BTS: a binary tree sampling strategy for object identification based on deep learning. International Journal of Geographical Information Science. doi: 10.1080/13658816.2021.1980883.
 
Zhang, S., Shao, Z., Huang, X., Bai, L., & Wang, J. An internal-external optimized convolutional neural network for arbitrary oriented object detection from optical remote sensing images. Geo-spatial Information Science. doi: 10.1080/10095020.2021.1972772.
 
Shao. Z., Ding, Q., Huang, X., & Altan Orhan. Improving urban land cover mapping with the fusion of optical and SAR data based on feature selection strategy. Photogrammetric Engineering & Remote Sensing (Accepted).
 
Ding, Q., Shao, Z., Huang, X., & Altan, O. Monitoring, analyzing, and predicting urban surface subsidence: a case study of Wuhan City, China. International Journal of Applied Earth Observation and Geoinformation, doi.org/10.1016/j.jag.2021.102422.
 
Wang, J., Shao, Z., Huang, X., Lu, T., & Zhang, R. A dual-path fusion network for pan-sharpening. IEEE Transactions on Geoscienes and Remote Sensing. doi: 10.1109/TGRS.2021.3090585.
 
Hu, B., Xu, Y., Huang, X., Cheng, Q., Ding, Q., & Li, Y. Improving urban land cover classification with combined use of Sentinel-2 and Sentinel-1 data. ISPRS International Journal of Geo-information. doi: 10.3390/ijgi10080533.  
 
Wang, J., Shao, Z., Huang, X., Lu, T., Zhang, R., & Ma, J. Enhnaced image prior for unsupervised remote sensing super-resolution. Neural Networks, doi: 10.1016/j.neunet.2021.06.005.
 
Tang, Y., Shao, Z., Huang, X., & Cai, B. Mapping Impervious Surface Areas using Time-series Nighttime Light Data and MODIS Products. Remote Sensing, 13(10). doi: 10.3390/rs13101900.
 
Wang, Z., Shao, Z., Huang, X., Wang, J., & Lu, T. Spatial-spectral cross attention network for hyperspectral image denoising. SSCAN: A Spatial-Spectral Cross Attention Network for Hyperspectral Image Denoising. IEEE Geoscience and Remote Sensing Letters. doi: 10.1109/LGRS.2021.3112038.
 
Wang, J., Shao, Z., Huang, X., Lu, T., Zhang, R., & Lv, X. Spatio-temporal pooling for action recognition in videos. Neurocomputing. doi: 10.1016/j.neucom.2021.04.071.
 
Li, C., Shao, Z., Zhang, L., Huang, X., & Zhang, M. (2021). A comparative analysis of index-based methods for impervious surface extraction using multi-seasonal Sentinel-2 satellite data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. doi: 10.1109/JSTARS.2021.3067325.
 
Zhuang, Q., Shao, Z., Huang, X., Zhang, Y., Wu, W., Feng, X., Lv, X., Ding, Q., Cai, B., & Altan, O. Evolution of soil salinization under the background of landscape patterns in the irrigated northern slopes of Tianshan Mountains, Xinjiang, China. CATENA. doi: 10.1016/j.catena.2021.105561.
 
Shao, Z., Gu, Y., Huang, X., Fu, Y., Gao, Y., & Fan, Y. Assessing the impact of land use changes on net primary productivity in Wuhan, China, Photogrammetric Engineering & Remote Sensing (Accepted).
 
Shao, Z., Zhou, Z., Huang, X., & Zhang, Y. (2021). MRENet: Simultaneous Extraction of Road Surface and Road Centerline in Complex Urban Scenes from Very High-Resolution Images. Remote Sensing, 13(2), 239. doi:10.3390/rs13020239.
 
Martin, Y., Li, Z., Ge, Y., & Huang, X. Towards real-time population estimates: introducing Twitter daily estimates of residents and non-residents at the county level. Social Sciences. doi:10.3390/socsci10060227.
 
Cai, B., Shao, Z., Fang, S., Huang, X., Huq, M., Tang, Y., Li, Y., Zhuang, Q. Finer-scale spatiotemporal coupling coordinate model between socioeconomic activity and eco-environment: a case study of Beijing, China. Ecological Indicators. doi: 10.1016/j.ecolind.2021.108165.
 
Li, X., Xu, H, Huang, X., Guo, C., Kang, Y., & Ye, X. Emerging Urban-Geo Data Sources to Reveal Human Mobility Dynamics During the COVID-19 Pandemic: Opportunities and Challenges. Computational Urban Sciences. doi: 10.1007/s43762-021-00022-x.
 
Shao, Z., Cheng, G., Li, D., Huang, X., Lu, Z. & Liu, J. Spatio-temporal-spectral-angular observation model that integrates observations from UAV and mobile mapping vehicles for better urban mapping. Geo-spatial Information Science. doi: 10.1080/10095020.2021.1961567.
 
Liu, Z., Zhang, A., Yao, Y., Shi, W., Huang, X., & Shen, X. (2021). Analysis of the performance and robustness of methods to detect base locations of individuals with geo-tagged social media data. International Journal of Geographical Information Science, 35(3), 609-627.
 
Kupfer, J., Li, Z., Ning, H., & Huang, X. Using big data to track the effects of the COVID-19 pandemic on national park visitation. International Journal of Geo-information. doi: 10.3390/su13169366.
 
Shao, Z., Wang, J., Lu, T., Zhang, R., Huang, X., & Lv, X. Internal and External Spatial-temporal Constraints for Person Reidentification. Journal of Visual Communication and Image Representation. doi: 10.1016/j.jvcir.2021.103302.
 
Zhang, R., Newsam, S., Shao, Z., Huang, X., Wang, J. & Li, D. Multi­Scale Adversarial Network for Vehicle Detection in UAV Imagery. ISPRS Journal of Photogrammetry and Remote Sensing. doi:10.1016/j.isprsjprs.2021.08.002.
 
Li, X., Ning, H., Dadashova, B., Ma, A., Kang, Y., Huang, X. Intersection Audit: An Effective Protocol to Identify Signalized Intersections by Mining Street View Images, Cartography and Geographic Information Science (Accepted).
 
Hu, T., Wang, S., Luo, W., Zhang, M., Huang, X., Yan, Y., Liu, R., Ly, K., Kacker, V., She, B., Li, Z. Revealing public opinion towards COVID-19 vaccines with Twitter data in the United States: a spatiotemporal perspective. Journal of Medical Internet Research. doi: 10.2196/30854.
 
Hu, T., Wang, S.*, She, B., Zhang, M., Huang, X.†, Cui, Y., Khuri, J., Hu, Y., Fu, X., Wang, X., Wang, P., Zhu, X., Bao, S., Guan, W., Li, Z. Human mobility data in the COVID-19 pandemic: characteristics, applications, and challenges. International Journal of Digital Earth, doi: 10.1080/17538947.2021.1952324.
 
Ning, H., Ye, X., Wang, S., Li, Z., Wang, W., & Huang, X. Exploring the vertical dimension of street view image based on deep learning: a case study on lowest floor elevation estimation. International Journal of Geographical Information Science. doi: 10.1080/13658816.2021.1981334.
 
Shao, Z., Feng, X., Bai, L., Jiao, H., Jiao, H., Zhang, Y., Li, D., Fan, H., Huang, X., Ding, Y., Altan, O., & Saleemf, N. Monitoring and Predicting Desert Locust Plague Severity in Asia-Africa using Multi-source Remote Sensing Time-series data. IEEE Journal of Selected Topics in Applied Observations and Remote Sensing. doi: 10.1109/JSTARS.2021.3104936.
 
Huang, X., Li, Z., Jiang, Y., Li, X., & Porter, D. (2020). Twitter reveals human mobility dynamics during the COVID-19 pandemic. PLOS ONE, 15(11), e0241957.
 
Huang, X.†, Li, Z., Lu, J., Wang, S., Wei, H., & Chen, B. (2020). Time-series clustering for home dwell time during COVID-19: what can we learn from it?. ISPRS International Journal of Geo-Information, 9(11), 675.
 
Huang, X.†, & Wang, C. (2020). Estimates of exposure to the 100-year floods in the conterminous United States using national building footprints. International Journal of Disaster Risk Reduction, doi: 10.1016/j.ijdrr.2020.101731.
 
Huang, X., Wang, C., Li, Z., & Ning, H. (2020). A 100 m population grid in the CONUS by disaggregating census data with open-source Microsoft building footprints. Big Earth Data, 10.1080/20964471.2020.1776200.
 
Xu, D., Huang, X., Li, Z., & Li, X. (2020). Local Motion Simulation using Deep Reinforcement Learning, Transactions in GIS, doi: 10.1111/tgis.12620. 
 
Ning, H., Huang, X., Wang, C., & Li, Z. (2020). Detection new building construction in urban areas based on images of small unmanned aerial system. Papers in Applied Geography, doi: 10.1080/23754931.2019.1707108.
 
Zhang, R., Shao, Z., Huang, X., Wang, J., & Li, D. (2020). Object Detection in UAV Images via Global Density Fused Convolutional Network. Remote Sensing, 12(19), 3140.
 
Lu, J., Carbone, G. J., Huang, X., Lackstrom, K., & Gao, P. (2020). Mapping the sensitivity of agriculture to drought and estimating the effect of irrigation in the United States, 1950–2016. Agricultural and Forest Meteorology, 292, 108124.
 
Huang, X.†, Wang, C. Lu, J., & Ning, H. (2019). Understanding spatiotemporal development of human settlement in hurricane-prone areas on U.S. Atlantic and Gulf Coasts using nighttime remote sensing, Natural Hazards and Earth System Sciences, doi: 10.5194/nhess-19-2141-2019.
 
Huang, X.†, Wang, C. Li, Z., & Ning, H. (2019). Identifying disaster related social media for rapid response: a visual-textual fused CNN architecture. International Journal of Digital Earth, doi: 10.1080/17538947.2019.1633425.
 
Huang, X.†, Wang, C. Li, Z., & Ning, H. (2018). A visual-textual fused approach to automated tagging of flood-related tweets during a flood event. International Journal of Digital Earth, doi: 10.1080/17538947.2018.1523956.
 
Huang, X.†, Wang, C., & Li, Z. (2018). Reconstructing flood inundation probability by enhancing near real-time imagery with real-time gauges and tweets. IEEE Transactions on Geoscience and Remote Sensing, 56(8), 4691-4701.
 
Huang, X.†, Wang, C., & Li, Z. (2018). A near real-time flood-mapping approach by integrating social media and post-event satellite imagery. Annals of GIS, 24(2), 113-123.
 
Wang, C., Li, Z., & Huang, X. (2018). Geospatial Assessment of Wetness Dynamics in the October 2015 SC Flood with Remote Sensing and Social Media. Southeastern Geographer, 58(2), 164-180.
 
Li, H., Wang, C., Huang, X., & Hug, A. (2018). Spatial Assessment of Water Quality with Urbanization in 2007–2015, Shanghai, China. Remote Sensing, 10(7), 1024.

Huang, X. †, Wang, S., Lu, J., Xu, Y., Li, D., Li, X., Hu, T., & Ye, X. Homophily, a non-negligible force that drives human mobility (Under Review).
 
Huang, X., Bao, X., Zhao, B. †, & Li, Z. Impact of COVID-19 on black-owned restaurants: what can be revealed from big mobility data? (Under Review).
 
Huang, X. †, Xu, Y., Liu, R., Wang, S., Wang, S., Zhang, M., Kang, Y., Gao, S., Zhao, B., Li, Z. Exploring home-dwelling time patterns during the COVID-19 pandemic via Bayesian inference: policy compliance, spatial disparity, and exposed inequity (Under Review)
 
Huang, X., Martin, Y., Wang, S., Zhang, M., Ge, Y., & Li, Z. The promise of excess mobility analysis: measuring episodic-mobility with geotagged social media data (Under Review).
 
Huang, X. †, Zhao, Y., Wang, S., Li, X., Yang, D., Feng, Y., Zhu, L., & Chen, B. Unfolding community homophily in U.S. metropolitans via fine-grained mobile phone location data (Under Review).
 
Wang, S., Huang, X. †, Hu, T., Corcoran, J., Zhang, M., Li, Z., Ning, H, Khan, A., & Liu, Y†. The times they are changing: tracking the shifts in mental health signals in Australia before, during and post the COVID-19 pandemic (Under Review).
 
Lu, J., Huang, X., Xiao, X., Li, Z., Kupfer, J., Wei, H., Wang, S., & Zhu, L. Spatial, temporal, and social dynamics in visitation to US national parks before and during the COVID-19 pandemic: A big data approach (Under Review).
 
Li, X., Huang, X., & Li, D. Does COVID-19 aggravate spatial segregation? Leveraging crowdsourcing mobility data and social vulnerability index to quantify spatial segregation (Under Review).
 
Ye, X., & Huang, X. Adaptation planning for interdependent infrastructure systems to enhance resilience under climate change (Under Review).
 
Wang, S., Zhang, M., Huang, X., Hu, T., Li, Z., Sun, Q., & Liu, Y. Urban-regional disparities in mental health in Australia during the COVID-19 pandemic by Twitter data and machine learning models (Under Review).
 
Wei, H., Zhu, L, Huang, X., Wang, S., & Lu, J. Are Urban parks in NYC for everyone? Implications from 1 million park visitation data (Under Review).
 
Wang, S., Wang, R., Huang, X., Li, Z., & Hu, Y. An analytical framework to evaluate the effect of COVID-19 on the restaurant industry: a study of New York City (Under Review).
 
Cheng, X., Li, Z., & Huang, X. An information-theoretic approach for evaluating lossless compression techniques applied to remotely sensed images (Under Review).
 
Tian, B, Nong, J., Huang, X., & Liao, Q. Changes in spatiotemporal patterns of birds under the COVID-19 pandemic and its indicators for urban ecological planning: a case study of Hong Kong (Chinese) (Under Review).
 
Dang, C., Shao, Z., Huang, X., Qian, J., Cheng, G., Zhang, S., Xiong, W., & Fan, Y. A new distance-based phenology extraction (DBPE) method using solar chlorophyll fluorescence (Under Review).
 
Zou, S., Zhang, L., Huang, X., Lv, X., & Osei, F. Early warning of cultivated land ecological security using Random-Forest-Multiple Layer Perceptron (RF-MLP): a case study on China’s main grain producing areas (Under Review).
 
Wu, W., Huang, X., Shao, Z., Teng, J., Li, D. SAR-DRDNet: A SAR Image Despeckling Network with Detail Recovery (Under Review).
 
Feng, Y., Huang, X., Sester, M. Social media VGI analysis for natural disasters in the deep learning era: review, opportunities, and challenges (Under Review).
 
Pan, J., Cui, W., An, X., Huang, X., Zhang, H., Zhang, S., Zhang, R., Li, X., Cheng, W., and Hu, Y. MapsNet: Multi-attention mechanism feature constrained pixel-shuffle image fusion network for change detection in high resolution satellite image (Under Review).
 
Wu, W., Shao, Z., Huang, X., & Guo. S. Urban impervious surface extraction using seasonal time-series SAR images (Under Review).
 
Wang, J., Shao, Z., Huang, X., Lu, T., Zhang, R., & Bai, L. A lightweight deep unfolding method for satellite imagery super-resolution (Under Review).
 
Ning, X., Zhang, H., Shao, Z., Huang, X., Wang, H., Zhang, R., & Hao, M. Sustainability evaluation of Chinese capital cities based on urban geographic environment index (Under Review).
 
Wang, J., Shao, Z., Lu, T., Huang, X., & Zhang. R. Deep locally linear embedding network (Under Review).
 
Cheng, X., Hu, E., Huang, X., Hu, D., & Zhu, A. Integrating structural description of data format information into programming to auto-generate reading programs for geographical data files (Under Review).
 
Feng, X., Shao, Z., Huang, X., Hu, L., Lv, X., Zhuang, Q., Integrating Zhuhai-1 hyperspectral data with Sentinel-2 data to improve 10-m resolution impervious surface mapping (Under Review).
 
Dang, C., Shao, Z., Huang, X., Qian, J., Cheng, G., Ding, Q., & Fan, Y. Assessment of impact of increasing temperature and decreasing soil moisture on global ecosystem productivity (Under Review).
 
Wang, X., Shao, Z., Huang, X., & Li, D. Spatiotemporal temperature fusion based on a deep convolutional network. (Under Review).
Cheng, G., Shao, Z., Wang, J., Huang, X., & Dang, C. Dual-branch multi-level feature aggregation network for pansharpening (Under Review).
 
Zhuang, Q., Shao, Z., Huang, X., Cai, B., Altan, O. Urbanization and soil salinization weaken climate-driven increases in vegetation production capacity of arid farmland ecosystem (Under Review).
 
Wu, X., Deng, X., & Huang, X. Analysis of urban spatial structure in western Guangdong based on point of interest big data (Under Review).
 
Li, D., Peng, H., Xu, X., Huang, X., Liu, J., & Shao, Z. Prospects on information retrieval based on remote sensing image sharing ontology (Under Review).
 
Wang, Z., Lam, N., Sun, M., Huang, X., Shang, J., Zou, L., Wu, Y., & Mihunov, V. A machine learning approach for detecting rescue requests from social media (Under Review).
 
Shao, Z., Wang, J., Deng, L., Huang, X., Lu, T., Zhang, R., Lv, X., Ding, Q., & Wang, Z. GLSD: The Global Large-Scale Ship Database and Baseline Evaluations (Under Review).
 
Zhang, H., Shao, Z., Hu, B., Huang, X., Zhao, J, & Wu, W. Comparing runoff converging criteria weight sensitivity in AHP based flood risk estimation (Under Review).
 
Cai, B., Shao, Z., Fang, S., Huang, X. Tang, Y & Zhuang, Q. Spatiotemporal analysis of human-earth relationship coordination involved in urban-rural transition (Under Review).
 
Zhou, L., Shao, Z., Wang, S., & Huang, X. Deep learning-based local climate zone classification using Sentinel data (Under Review).
 
Wang, X., Li, D., Huang, X. & Shao, Z. A systematic review on remote sensing of urban heat island (Under Review).
 
Shao, Z., Pan, W., Huang, X., Li, Y. & Peng, S. Video stabilization for improved video anomaly detection (Under Review).
 
Feng, X., Shao, Z., & Huang, X. Refined impervious surface extraction via fused hyperspectral multispectral images (Under Reivew).
 
Zhuang, Q., Shao, Z., Huang, X., Zhang, Y., Wu, W., Feng, X., Lv, X., Ding, Q., Cai, B., Altan, O. Evolution of soil salinization under the background of landscape patterns (Under Review)
 
Zhang, Y., Shao, Z., Feng, X., Huang, X., Zhou, Z., Li, Y. Comparison of the influence of spatial configuration of green space and urban impervious surface temperature at multi-grid scales (Under Review).
 
Song, P., Shao, Z., Huang, X. & Zhang, R. BiCSNet: A Novel Bidirectional Cross-Scale Backbone for Recognition and Localization. (Under Review).
 
Wang, J., Shao, Z., Huang, X., et al. NSN: Deep Non-local Self-regression Networks for Satellite Image Super-resolution (Under Review).
 
Yu, W., Shao, Z., & Huang, X. Fine-Grained multiscale community detection of urban agglomeration from human interactive network using big signaling data (Under Review).  
 
Wang, P., Li, X., Huang, X. Population prediction with micro spatiotemporal granularity based on integrated LSTM and CA model: a case study of Chongming District, Shanghai (Under Review)
 
Shao, Z., Li, Y., Huang, X, Cai, B., Ding, L., Pan, W., Zhang, Y. Monitoring urban ecosystem service value using multi-level regular grids (Under Review).
 
Shao, Z., Liu, L., Huang, X., Altan, O. & Javed, A. Urban Impervious Surface Monitoring from Time-series of High-Resolution Remote Sensing Images with Time-invariant Spectral Features (Under Review).
 
Zhang, H., Shao, Z., Zhao, J., Huang, X., Yang, J., Hu, B., & Wu, W. WZSAHP: An extend watershed-based zonal statistic AHP model for flood risk estimating--by constraining sub-watershed to runoff related indicators (Under Review).
 
Li, X., Yu, S., Dadashova, B., Cui, W., Huang, X. Do underserved and socially vulnerable communities observe more crashes? A spatial examination of social vulnerability and crash risks in Texas (Under Review)
 
Shao, Z., Zhang, Y., Zhang, C., & Huang, X. Mapping impervious surfaces with hierarchical spectral mixture analysis incorporating endmember spatial distribution (Under Review).
 
Cai, B., Shao, Z., Fang, S., Huang, X., Tang, Y., Zheng, M., & Zhang, H. Evolutions, deviations, and suggestions from urban agglomerations in China (Under Review).
 
Fu, H., Shao, Z., Cheng, T., Huang, X., & Peng, F. An integrated model combing ATC model and 3D-CNN model for reconstructing high spatial-temporal LSTs (Under Review).
 
Ren, M., Xu, Y., Park, S., & Huang, X. Impact of COVID-19 on domestic tourism demand-a case of Jeju, Republic of Korea (Under Review)
 
Ning, H., Li, Z., Wang, C., Hodgson, M., Huang, X., & Li, X. Surveying in the land cover maps coverted from street view images: a case study on sidewalk network extraction and width measuring for wheelchair users (Under Review).
 
Zhang, R., Shao, Z., Li, D., Wang, J., Wang, Y. & Huang, X. Adaptive dense pyramid network for object detection in UAV imagery (Under Review).
 
Gong, X., Peng, S., Lu, Y., Wang, S., Huang, X., & Ye, X. Social network analysis of nonprofits in disaster response: the case of Twitter during the COVID-19 pandemic in the United States (Under Review).
 
He, Y., Connolly, M., Rhodes, C., Xu, R., Arreguin, M., Huang, X., & Wang, Z. Impacts of irrigation-climate interactions on soybean yields in Arkansas Delta (Under Review).
 
Li, H., Mao, D., Li, X., Wang, Z., Yan, H., & Huang, X. China achieved effective control on Spartina alterniflora invasion from 2015 to 2020 (Under Review).
 
Li, X., Martin, M., Samant, S., Dadashova, B., & Huang, X. Toward a crowdsourcing solution to estimate border crossing times using market-available connected vehicle data (Under Review).
 
Li, H., Jia, M., Li, X., Wang, Z., & Huang, X. Quantification of changes in ecosystem service in Liaoning Province, China as a result of climate variability and land cover change (Under Review).
 
Li, H., Mao, D., Li, X., Wang, Z., Jia, M., Huang, X., & Xiang, H. Assessing the impact of diverse policies on ecosystem services in the Liaoning Province, China (Under Review).
 
Xing, R., Zhu, L., Du, W., Wells, M., Sun, Y., Huang, X., Wei, H., Huang, Z., Liu, P., and & Rao, J. A Novel Approach for Volatility Prediction with Financial News (Under Review).

 

Book Chapters (published: #2, under review: #3)

 

2021

2020

2019

2018

Under

Review

Young, S. G., Datta, J., Kar, B., Huang, X., Williamson, M. D., Tullis, J. A. & Cothren, J. “Challenges and limitations of geospatial data and analyses in the context of COVID-19”. In Mapping COVID-19 in Space and Time (pp. 65-76). Springer, Cham, doi: 10.1007/978-3-030-72808-3_8.

Huang, X., Wang, C., Li, Z., & Ning, H. A visual–textual fused approach to automated tagging of flood-related tweets during a flood event. In Social Sensing and Big Data Computing for Disaster Management. Routledge, doi: 10.4324/9781003106494-4.

Huang, X., Hu, N., Zhang, R., Li, X., Dadashova, B., Zhu, L., Zhang, K., Ye, X., and Shen, B. “Health-based geographic information system for mapping and risk modeling of infectious diseases and COVID-19 to support spatial decision making”. In Translational Informatics -Prevention and Treatment of Viral Infections (In press).

Huang, X., Wang, S., Li, X., & Tullis, J. “The inequities in the U.S. exposed by the COVID-19 pandemic”. In Geospatial Stories of the Global COVID-19 Pandemic. Springer Nature (In press).

Huang, X., Li, X., Yang, D., Zou, L. & Tullis, J. Challenges and opportunities of crowdsourcing geospatial data in Earth and human observations. In GeoInformatics for Geosciences Advanced Geospatial Analysis using RS, GIS & Soft Computing (In press)

2021

2020

Under

Review

Proceedings (published: #5, under review: #0)

Wang, J., Shao, Z., Huang, X., Lu, T., Zhang, R. & Wang, Z. (2021). Unsupervised Remote Sensing Super-Resolution via Migration Image Prior. IEEE International Conference on Multimedia and Expo (ICME) 2021. 10.1109/ICME51207.2021.9428093.

Wang, J., Shao, Z., Huang, X., Lu, T. & Zhang, R. (2021). Pan-sharpening via high-pass modification convolutional neural network. IEEE International Conference on Image Processing (ICIP) (In production).

Huang, X.†, Xu, D., Li, Z., & Wang, C. (2020). Translating multispectral imagery to nighttime imagery via conditional generative network. 2019 IEEE International Geoscience and Remote Sensing Symposium, Waikoloa, HI, USA, 2020, pp. 6758-6761, doi: 10.1109/IGARSS39084.2020.9323669.

Huang, X.†, Wang, C., & Li, Z. (2019). Linking picture with text: tagging flood relevant tweets for rapid flood inundation mapping. Proceedings of the International Cartographic Association, 2, 45, doi: 10.5194/ica-proc-2-45-2019.

Huang, X.†, Wang, C, & Li, Z. (2019). High-Resolution Population Grid in the CONUS using Microsoft Building Footprints: A Feasibility Study. Proceedings of the 3rd ACM SIGSPTIAL Workshop on Geospatial Humanities, doi: 10.1145/3356991.3365469.

Huang, X.†, & Wang, C. (2019). Human settlement dynamics in hurricane-prone zones of CONUS: view from nighttime remote sensing perspective. 2019 IEEE International Geoscience and Remote Sensing Symposium, doi: 10.1109/IGARSS.2019.8899106.

2021

2020

2019

 

Others (published: #3, under review: #0)

 

Huang, X.† (2020). Remote Sensing and Social Sensing for Improved Flood Awareness and Exposure Analysis in the Big Data Era. (Doctoral dissertation). Retrieved from https://scholarcommons.sc.edu/etd/585.

Huang, X.† (2019). The fusion of remote sensing and social sensing in rapid flood mapping: motivation, opportunities and challenges, U.S. National Report (U.S. National Committee for the International Cartographic Association): https://cartogis.org/usnc-ica/us-national-report/.

Huang, X.† (2017). A Future Energy Harvesting Scenario for Georgia Tech Campus Using Photovoltaic Solar Panels and Piezoelectric Materials. MS-GIST Capstone Paper, Georgia Institute of Technology.

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