个人简介
赵峰,女,理学博士,教授,博士生导师,长期从事基于多源遥感与人工智能方法的森林干扰监测与模拟研究。荣获省-市-校级人才项目共4项,2024年以高层次人才引入星空游戏免费版下载工作。主持国家级和省部级项目共6项,曾独立主持美国林务局科研项目1项,并作为主要完成人参与美国地质调查局及航空航天局多项科研项目,获马里兰大学安伟丽优秀博士论文奖。在国际主流期刊发表学术论文40余篇,其中第一或通讯作者20篇(含ESI高被引和Elsevier McBride年度最佳论文),编写针对高等教育师范生群体的《气候变化教育》教材一部(第一主编)。担任《Remote Sensing of Environment》编委(遥感领域顶刊,IF=11.4,为该期刊唯一中国单位女性编委)。
学术论文
2026年:
Zhao F*, Zuo L, Zhou Y, You L, Huang H, Sun R, Zhao Y, Li X, Zhang D, Meng R*. Uncovering the climate vulnerability of China’s poverty alleviation frontiers. Global Environmental Change, 98:103140.
Sun R, Zhao F*, Souza C, Meng R, Weng QH, Tian HQ, Liu J. Mapping slash-and-burn in humid tropical rainforests based on Sentinel-1 imagery and 3D deep learning. International Journal of Applied Earth Observation and Geoinformation, 151: 105385.
Zhou Y*, Xiao R, Li Q, Zhao F, Fang J. Mapping city-wide allergenic risk zones of Platanus trees using street view images and deep learning. Trees, Forests and People, 24: 101204.
Zhao P, Meng R*, Xu B, Wu J, Shen Y, Liu J, Huang B, Yin TG, Ferreira M, Zhao F. Improved Grass Species Mapping in High-Diversity Wetland by Combining UAV-Based Spectral, Textural, Geometric Measurements. Remote Sensing, 18: 927.
2025年:
Tian Y, Zhao F*, Meng R, Sun R, Zhang Y, Shen Y, Wang B, Liu J, Li M*. A vision foundation model-based method for large-scale forest disturbance mapping using time series Sentinel-1 SAR data. Remote Sensing of Environment, 325:114775.
Xu BY, Tian HQ*, Pan SF, etc., Zhao F. HIStory of LAND transformation by humans in South America (HISLAND-SA): annual and 1-km crop-specific gridded data (1950–2020). Earth System Science Data, 17, 6353-6377.
Xu, B., Meng, R., Zhao, P., Zhao, F., Wang, Y., Deng, W., Yang, X., Liu, J. and Tian, H. Uncovering dominant drivers of Erigeron annuus distribution in Dajiuhu-Shennongjia wetland using multiscale remote sensing data. Pest Management Science, 81:6791-6806.
Zhao F, Chen S*, Li Y, Jarrett L, Burnett A, Li CJ. Assessing first-year geography-major students’ knowledge of climate change and their educational needs. Journal of Geography in Higher Education. 4:1-17.
2024年:
Liu T, Li PP, Zhao F, Liu J, Meng R*. Early-Stage Mapping of Winter Canola by Combining Sentinel-1 and Sentinel-2 Data in Jianghan Plain China. Remote Sensing, 16:3197.
Lv ZG, Xu BY, Zhong LH, Chen GS, Huang ZH, Sun R, Huang W, Zhao F, Meng R*. Improved monitoring of southern corn rust using UAV-based multi-view imagery and an attention-based deep learning method. Computers and Electronics in Agriculture, 224 :109232.
2023年:
Sun R, Zhao F*, Huang CQ, Huang HB, Zhao P, Ni X, Meng R. Integration of deep learning algorithms with a Bayesian method for improved characterization of tropical deforestation frontiers using Sentinel-1 SAR imagery. Remote Sensing of Environment 298:113821.
Huang ZH, Zhong LH, Zhao F*, Wu J, Tang H, Lv ZG, Xu BY, Zhou LF, Sun R, Meng R*. A spectral-temporal constrained deep learning method for tree species mapping of plantation forests using time series Sentinel-2 imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 204:397-420.
Lv ZG, Meng R, Chen GS, Zhao F, Xu BY, Zhao YT, Huang ZH, Zhou LF, Zeng LL, Yan JB. Combining multiple spectral enhancement features for improving spectroscopic asymptomatic detection and symptomatic severity classification of southern corn leaf blight. Precision Agriculture, 24: 1593-1618.
Zhou J, Menenti M, Jia L, Gao B, Zhao F, Cui YL. A scalable software package for time series reconstruction of remote sensing datasets on the Google Earth Engine platform. International Journal of Digital Earth,16: 988-1007.
Xu BY, Meng R*, Chen GS, Liang LL, Lv ZG, Zhou LF, Sun R, Zhao F, Yang WN. Improved weed mapping in corn fields by combining UAV‐based spectral, textural, structural, and thermal measurements. Pest Management Science, 79:2591-2602. (Wiley’s Top 10 Cited Paper)
Zhao F, Dai Z, Zhang W, Shan Y, Fu C*. Epidemiological-Survey-based Multidimensional Modeling for Understanding Daily Mobility during the Pandemic Across China’s Urban-Rural Gradient. Geo-spatial Information Science.
Meng R, Xu B, Zhao F*, Dong Y, Wang C, Sun R, Zhou Y, Zhou L, Gong S, Zhang D*. Characterizing the provision and inequality of primary school greenspaces in China’s major cities based on multi-sensor remote sensing. Urban Forestry and Urban Greening. 76:127670. (Elsevier’s McBride Best Paper Award)
2022年:
Zhao F#, Sun R#, Zhong L#, Meng R*, Huang CQ, Zeng X, Wang M, Li Y, Wang Z. Monthly mapping of forest harvesting using dense time series Sentinel-1 SAR imagery and deep learning, Remote Sensing of Environment, 269: 112822.
Wang MY#, Zheng Y#, Huang CQ, Meng R, Pang Y, Jia W, Zhou J, Huang Z, Fang L, Zhao F*. Assessing Landsat-8 and Sentinel-2 spectral-temporal features for mapping tree species of northern plantation forests in Heilongjiang Province, China, Forest Ecosystems, 9:100032.
Zhou L, Meng R, Tan Y, Lv Z, Zhao Y, Xu B, Zhao F*. Unmanned aerial vehicle-based crown-level canopy height measurement in the urban environment, Urban Forestry and Urban Greening, 69:127489.
Meng R*, Gao R, Zhao F, Huang CQ, Sun R, Lv Z, Huang Z. Landsat-based monitoring of Southern Pine Beetle infestation severity and severity change in a temperate mixed forest, Remote Sensing of Environment, 269: 112847.
Xu L, Zhou L, Meng R*, Zhao F, Lv Z, Xu B, Zeng L, Yu X, Peng S. An improved approach to estimate ratoon rice aboveground biomass by integrating UAV-based spectral, textural and structural features. Precision Agriculture. https://doi.org/10.1007/s11119-022-09884-5.
2022年以前:
Qi M, Zhao F, Sun T*, Voinov A. Disentangling the relative influence of regeneration processes on marsh plant assembly with a stage-structured plant assembly model. Ecological Modelling, 455: 109646.
Henne P, Hawbaker T, Scheller R, Zhao F, He H, Xu W, Zhu Z. Increased burning in a warming climate reduces carbon uptake in the Greater Yellowstone Ecosystem despite productivity gains, Journal of Ecology, 109:1148-1169.
Lv Z, Meng R, Man J, Zeng L, Wang M, Xu B, Gao R, Sun R, Zhao F. Modeling of winter wheat fAPAR by integrating Unmanned Aircraft Vehicle-based optical, structural and thermal measurement, International Journal of Applied Earth Observation and Geoinformation, 102, 102407.
Meng R*, Lv Z, Yan J, Chen G, Zhao F, Zeng L, Xu B. Development of Spectral Disease Indices for Southern Corn Rust Detection and Severity Classification, Remote Sensing, 12(19): 3233.
Gong P*, Chen B, Li X, et al., Zhao F, Zheng Y, Zhou Q, Clinton N, Zhu Z, Xu B*. Mapping essential urban land use categories in China (EULUC-China): preliminary results for 2018, Science Bulletin, 65(3): 182-187. (ESI Highly Cited Paper)
Xu Y, Yu L*, Zhao F, Cai X, Zhao J, Lu H, Gong P. Tracking annual cropland changes from 1984 to 2016 using time-series Landsat images with a change-detection and post-classification approach: Experiments from three sites in Africa, Remote Sensing of Environment, 218:13-31.
Meng R*, Dennison P, Zhao F, Shendryk L, Rickert A, Hanavan R, Cook B, Serbin S. Mapping canopy defoliation by herbivorous insects at the individual tree level using bi-temporal airborne imaging spectroscopy and LiDAR measurements, Remote Sensing of Environment, 215:170-183.
Zhao F*, Healey SP, Huang CQ, McCarter J, Goeking S, Zhu Z. Assessing the effects of fire disturbances and timber management on Carbon storage in the Greater Yellowstone Ecosystem, Environmental Management. https://doi.org/10.1007/s00267-018-1073-y.
Meng R*, Wu J, Zhao F, Cook B, Hanavan R, Serbin S. Measuring short-term post-fire forest recovery across a burn severity gradient in a mixed pine-oak forest using multi-sensor remote sensing techniques, Remote Sensing of Environment, 210:282-296.
Mo Y*, Kearney M, Riter A, Zhao F, Tilley D. Monitoring coastal marsh biomass using combined ground, air-borne and space-borne remote sensing data, International Journal of Applied Earth Observation and Geoinformation, 68:189-201.
Meng R, Zhao F*. Review of remote sensing characterization of burn effects - burned area and burn severity. Invited Book Chapter for “Remote sensing of hydro-meteorological hazards” (Taylor & Francis).
Meng R*, Wu J, Schwager K, Zhao F, Dennison P, Cook B, Brewer K, Green T, and Serbin SP. Using high spatial resolution satellite imagery to map forest burn severity across spatial scales in a Pine Barrens ecosystem, Remote Sensing of Environment, 191: 95-109.
Zhao F*, Meng R, Huang CQ, Zhao M, Zhao FA, Gong P, Yu L, Zhu Z. Long-term post-disturbance forest recovery in the Greater Yellowstone Ecosystem analyzed using Landsat Time Series Stack, Remote Sensing, 8: 898.
Meng R, Zhao F, Sun K, Zhang R, Huang CQ, Yang J*. Analysis of the 2014 “APEC Blue” in Beijing using more than one decade of satellite observations: lessons learned from radical emission control measures, Remote Sensing, 7: 15224-15243.
Zhao F*, Huang CQ, Zhu Z. Use of Vegetation Change Tracker and Support Vector Machine to map disturbance types in Greater Yellowstone Ecosystems in a 1984–2010 Landsat time series, Geoscience and Remote Sensing Letters, IEEE 12: 1650-1654.
Zhao F*, Keane R, Zhu Z, Huang CQ. Comparing historical and current wildfire regimes in the northern Rocky Mountains using a landscape succession model, Forest Ecology and Management 343: 9-21.
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- 教育经历
- 工作经历
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2005.9-----2009.7
星空电竞app下载入口 | 水土保持与荒漠化防治 | 本科(学士) | 学士
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2009.8-----2015.12
美国马里兰大学 | 地理科学(植被遥感方向) | 博士研究生毕业 | 博士
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