成果/Result
- Positive biodiversity-productivity relationship predominant in global forests被引量：927收藏
- 作者：Liang, Jingjing[1] Crowther, Thomas W.[2,3,93] Picard, Nicolas[4] Wiser, Susan[5] Zhou, Mo[1]
- 机构：West Virginia Univ;Netherlands Inst Ecol;Yale Univ;Food & Agr Org United Nations;Landcare Res
- 来源：SCIENCE 2016
- A drought-induced pervasive increase in tree mortality across Canada's boreal forests被引量：622收藏
- 作者：Peng, Changhui[1,2] Ma, Zhihai[1] Lei, Xiangdong[1,3] Zhu, Qiuan[1,2] Chen, Huai[1,2]
- 机构：Univ Quebec;NW A&F Univ;Chinese Acad Forestry;Chinese Acad Forestry
- 来源：NATURE CLIMATE CHANGE 2011
- Remote sensing of the terrestrial carbon cycle: A review of advances over 50 years被引量：379收藏
- 作者：Xiao, Jingfeng[1] Chevallier, Frederic[2] Gomez, Cecile[3] Guanter, Luis[4] Hicke, Jeffrey A.[5]
- 机构：Univ New Hampshire;Univ Paris Saclay;Univ Montpellier;Univ Politecn Valencia;Univ Idaho
- 来源：REMOTE SENSING OF ENVIRONMENT 2019
- 关键词：Carbon fluxes Carbon stocks Optical remote sensing Microwave remote sensing Lidar Solar-induced chlorophyll fluorescence Carbon cycling Aboveground biomass Disturbance Carbon-climate feedbacks
- Watershed Allied Telemetry Experimental Research被引量：307收藏
- 作者：Li, Xin[1] Li, Xiaowen[4,5] Li, Zengyuan[2] Ma, Mingguo[1] Wang, Jian[1]
- 机构：Chinese Acad Sci;Chinese Acad Forestry;Univ Elect Sci & Technol China;Chinese Acad Sci;Beijing Normal Univ
- 来源：JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES 2009
- International benchmarking of terrestrial laser scanning approaches for forest inventories被引量：284收藏
- 作者：Liang, Xinlian[1] Hyyppa, Juha[1] Kaartinen, Harri[1,2] Lehtomaki, Matti[1] Pyorala, Jiri[1,4]
- 机构：Finnish Geospatial Res Inst;Univ Turku;Tech Univ Wien;Univ Helsinki;Univ Sopron
- 来源：ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING 2018
- 关键词：Benchmarking State-of-the-art Forest Modeling Point cloud Terrestrial laser scanning TLS
- Mapping urban tree species using integrated airborne hyperspectral and LiDAR remote sensing data被引量：188收藏
- 作者：Liu, Luxia[1,4] Coops, Nicholas C.[2] Aven, Neal W.[3] Pang, Yong[4]
- 机构：Anhui Agr Univ;Univ British Columbia;Pk Div;Chinese Acad Forestry
- 来源：REMOTE SENSING OF ENVIRONMENT 2017
- 关键词：Urban tree species classification Airborne LiDAR Airborne hyperspectral Random forest British Columbia, Canada
- Large-scale land cover mapping with the integration of multi-source information based on the Dempster-Shafer theory被引量：171收藏
- 作者：Ran, Y. H.[1] Li, X.[1] Lu, L.[1] Li, Z. Y.[2]
- 机构：Chinese Acad Sci;Chinese Acad Forestry
- 来源：INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE 2012
- 关键词：land cover data fusion remote sensing land surface modeling China
- RemoteCLIP: A Vision Language Foundation Model for Remote Sensing被引量：156收藏
- 作者：Liu, Fan[1,2] Chen, Delong[3] Guan, Zhangqingyun[1] Zhou, Xiaocong[1] Zhu, Jiale[1]
- 机构：Hohai Univ;Minist Water Resources;Hong Kong Univ Sci & Technol;Nanjing Forestry Univ;Chinese Acad Forestry
- 来源：IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 2024
- 关键词：Contrastive language image pretraining (CLIP) foundation model multimodality remote sensing vision-language
- Assessment of the impact of the Poplar Ecological Retreat Project on water conservation in the Dongting Lake wetland region using the InVEST model被引量：149收藏
- 作者：Hu, Wenmin[1,2] Li, Guo[1] Gao, Zhihai[2] Jia, Guanyu[1] Wang, Zhongchen[1]
- 机构：Cent South Univ Forestry & Technol;Chinese Acad Forestry;Hunan Agr Univ
- 来源：SCIENCE OF THE TOTAL ENVIRONMENT 2020
- 关键词：Water conservation Poplar ecological retreat Ecosystem services Dongting Lake Landscape pattern InVEST model
- Land use change in Asia and the ecological consequences被引量：145收藏
- 作者：Zhao, Shuiqing Peng, Changhui Jiang, Hong Tian, Dalun Lei, Xiangdong
- 机构：Univ Quebec;Chinese Acad Sci;Zhejiang Forestry Univ;Nanjing Univ;Cent S Univ Forestry & Technol
- 来源：ECOLOGICAL RESEARCH 2006
- 关键词：agricultural intensification deforestation freshwater habitats degradation sustainable land use urbanization
- Characterizing forest canopy structure with lidar composite metrics and machine learning被引量：141收藏
- 作者：Zhao, Kaiguang[1,2] Popescu, Sorin[3] Meng, Xuelian[4] Pang, Yong[5] Agca, Muge[3]
- 机构：Duke Univ;Duke Univ;Texas A&M Univ;Ohio State Univ;Chinese Acad Forestry
- 来源：REMOTE SENSING OF ENVIRONMENT 2011
- 关键词：Lidar Laser scanner Canopy Biomass Carbon Machine learning Gaussian process Support vector machine Forest fuel
- Relationships between stand growth and structural diversity in spruce-dominated forests in New Brunswick, Canada被引量：135收藏
- 作者：Lei, Xiangdong[1,2] Wang, Weifeng[1] Peng, Changhui[1]
- 机构：Univ Quebec;Chinese Acad Forestry
- 来源：CANADIAN JOURNAL OF FOREST RESEARCH 2009
- 关键词：Biodiversity
- Estimation of forest biomass dynamics in subtropical forests using multi-temporal airborne LiDAR data被引量：122收藏
- 作者：Cao, Lin[1,2] Coops, Nicholas C.[2] Innes, John L.[2] Sheppard, Stephen R. J.[2] Fu, Liyong[3]
- 机构：Nanjing Forestry Univ;Univ British Columbia;Chinese Acad Forestry
- 来源：REMOTE SENSING OF ENVIRONMENT 2016
- 关键词：Multi-temporal Airborne LiDAR Subtropical forest Biomass change Forest growth Canopy height Direct approach
- Multiscale 3-D-2-D Mixed CNN and Lightweight Attention-Free Transformer for Hyperspectral and LiDAR Classification被引量：118收藏
- 作者：Sun, Le[1] Wang, Xinyu[2] Zheng, Yuhui[2,3] Wu, Zebin[2] Fu, Liyong[4]
- 机构：Nanjing Univ Informat Sci & Technol;Nanjing Univ Informat Sci & Technol;Qinghai Normal Univ;Chinese Acad Forestry
- 来源：IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 2024
- 关键词：Convolutional neural network (CNN) hyperspectral image (HSI) joint classification light detection and ranging (LiDAR) data multiscale transformer
- Learning Robust Discriminant Subspace Based on Joint L-2,L- p- and L-2,L-s-Norm Distance Metrics被引量：116收藏
- 作者：Fu, Liyong[1,2,3] Li, Zechao[4] Ye, Qiaolin[2] Yin, Hang[2] Liu, Qingwang[3,5]
- 机构：Cent South Univ Forestry & Technol;Nanjing Forestry Univ;Chinese Acad Forestry;Nanjing Univ Sci & Technol;Natl Forestry & Grassland Adm
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2022
- 关键词：Discriminant power joint L-2,L- p- and L-2,L-s-norm nongreedy robust discriminant analysis (RDA) rotational invariance s-norm distance metrics
- Nonpeaked Discriminant Analysis for Data Representation被引量：110收藏
- 作者：Ye, Qiaolin[1,2] Li, Zechao[3] Fu, Liyong[2,4] Zhang, Zhao[5,6] Yang, Wankou[7]
- 机构：Nanjing Forestry Univ;Chinese Acad Forestry;Nanjing Univ Sci & Technol;Natl Forestry & Grassland Adm;Soochow Univ
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2019
- 关键词：Cutting L-norm distance data classification discriminant analysis robustness
- Classification of Land Cover, Forest, and Tree Species Classes with ZiYuan-3 Multispectral and Stereo Data被引量：107收藏
- 作者：Xie, Zhuli[1,2] Chen, Yaoliang[3,4] Lu, Dengsheng[1,2] Li, Guiying[3,4] Chen, Erxue[5]
- 机构：Zhejiang A&F Univ;Zhejiang A&F Univ;Fujian Normal Univ;Fujian Normal Univ;Chinese Acad Forestry
- 来源：REMOTE SENSING 2019
- 关键词：tree species classification ZiYuan-3 stereo image machine learning
- Leaf image based plant disease identification using transfer learning and feature fusion被引量：97收藏
- 作者：Fan, Xijian[1] Luo, Peng[2,3] Mu, Yuen[1] Zhou, Rui[1] Tjahjadi, Tardi[4]
- 机构：Nanjing Forestry Univ;Chinese Acad Forestry;Natl Forestry & Grassland Adm;Univ Warwick;Natl Forestry & Grassland Adm
- 来源：COMPUTERS AND ELECTRONICS IN AGRICULTURE 2022
- 关键词：Plant disease Transfer learning Feature fusion Convolutional neural network
- Nonlinear mixed-effects crown width models for individual trees of Chinese fir (Cunninghamia lanceolata) in south-central China被引量：96收藏
- 作者：Fu, Liyong[1] Sun, Hua[2] Sharma, Ram P.[3] Lei, Yuancai[1] Zhang, Huiru[1]
- 机构：Chinese Acad Forestry;Cent South Univ Forestry & Technol;Norwegian Univ Life Sci
- 来源：FOREST ECOLOGY AND MANAGEMENT 2013
- 关键词：Cunninghamia lanceolata Heteroskedasticity Individual-tree crown width model Two-level nonlinear mixed-effects model
- Evaluating a coupled discrete wavelet transform and support vector regression for daily and monthly streamflow forecasting被引量：93收藏
- 作者：Liu, Zhiyong[1] Zhou, Ping[2] Chen, Gang[3] Guo, Ledong[2]
- 机构：Heidelberg Univ;Guangdong Acad Forestry;Chinese Acad Forestry
- 来源：JOURNAL OF HYDROLOGY 2014
- 关键词：Wavelet analysis Support vector regression Streamflow forecasting Model averaging Indiana
- Synergy of satellite and ground based observations in estimation of particulate matter in eastern China被引量：89收藏
- 作者：Wu, Yerong[2,3,4] Guo, Jianping[1] Zhang, Xiaoye[1] Tian, Xin[5] Zhang, Jiahua[1]
- 机构：Chinese Acad Meteorol Sci;Chinese Acad Sci;Beijing Normal Univ;Beijing Normal Univ;Chinese Acad Forestry
- 来源：SCIENCE OF THE TOTAL ENVIRONMENT 2012
- 关键词：PM AOD Synergy BP ANN PBLH
- Least squares twin bounded support vector machines based on L1-norm distance metric for classification被引量：85收藏
- 作者：Yan, He[1] Ye, Qiaolin[1,4,5] Zhang, Tian'an[1,2] Yu, Dong-Jun[3] Yuan, Xia[3]
- 机构：Nanjing Forestry Univ;Nanjing Forestry Univ;Nanjing Univ Sci & Technol;Nanjing Univ Sci & Technol;Huaiyin Inst Technol
- 来源：PATTERN RECOGNITION 2018
- 关键词：L1-LSTBSVM TBSVM L1-norm distance Outliers
- Wheat lodging monitoring using polarimetric index from RADARSAT-2 data被引量：83收藏
- 作者：Yang, Hao[1,2] Chen, Erxue[1] Li, Zengyuan[1] Zhao, Chunjiang[2] Yang, Guijun[2]
- 机构：Chinese Acad Forestry;Beijing Acad Agr & Forestry Sci;CNR;Univ Tuscia
- 来源：INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION 2015
- 关键词：Wheat lodging Radarsat-2 Polarimetric feature Multi-temporal Monitoring Disaster
- Assessing impacts of the Ecological Retreat project on water conservation in the Yellow River Basin被引量：78收藏
- 作者：Jia, Guanyu[1,2] Hu, Wenmin[1,2,3] Zhang, Bin[4] Li, Guo[1,2] Shen, Shouyun[1,2]
- 机构：Cent South Univ Forestry & Technol;Engn Technol Res Ctr Big Data Landscape Resources;Chinese Acad Forestry;Huazhong Agr Univ;Hunan Agr Univ
- 来源：SCIENCE OF THE TOTAL ENVIRONMENT 2022
- 关键词：Water yield InVEST model Ecological project Machine learning Yellow River Basin
- A generalized nonlinear mixed-effects height to crown base model for Mongolian oak in northeast China被引量：76收藏
- 作者：Fu, Liyong[1,2] Zhang, Huiru[1] Sharma, Ram P.[3] Pang, Lifeng[1] Wang, Guangxing[4]
- 机构：Chinese Acad Forestry;Penn State Univ;Czech Univ Life Sci Prague;Southern Illinois Univ Carbondale
- 来源：FOREST ECOLOGY AND MANAGEMENT 2017
- 关键词：Model calibration Random effects Heteroscedasticity Two-level mixed-effects model Optimal sample size
- Spatiotemporal characteristics of dryness/wetness conditions across Qinghai Province, Northwest China被引量：75收藏
- 作者：Liu, Zhiyong[1] Zhou, Ping[2] Zhang, Fangqiu[2] Liu, Xiande[3] Chen, Gang[4]
- 机构：Heidelberg Univ;Guangdong Acad Forestry;Acad Water Resources Conservat Forests Qilian Mt;Chinese Acad Forestry
- 来源：AGRICULTURAL AND FOREST METEOROLOGY 2013
- 关键词：Drought Self-calibrating PDSI Mann-Kendall test Rotated EOF Qinghai Province
- Recurrent Thrifty Attention Network for Remote Sensing Scene Recognition被引量：74收藏
- 作者：Fu, Liyong[1,2] Zhang, Dong[3] Ye, Qiaolin[4]
- 机构：Nanjing Forestry Univ;Chinese Acad Forestry;Nanjing Univ Sci & Technol;Nanjing Forestry Univ
- 来源：IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 2021
- 关键词：Attention learning convolutional neural networks (CNNs) object detection remote sensing scene (RSS) classification RSS recognition
- LiCHy: The CAF's LiDAR, CCD and Hyperspectral Integrated Airborne Observation System被引量：72收藏
- 作者：Pang, Yong[1,2] Li, Zengyuan[1,2] Ju, Hongbo[1,2] Lu, Hao[1] Jia, Wen[1]
- 机构：Chinese Acad Forestry;State Forestry Adm China;Chinese Acad Sci;Chinese Acad Sci
- 来源：REMOTE SENSING 2016
- 关键词：airborne remote sensing forest structure waveform LiDAR CCD imaging spectroscopy multi-angle
- Individual Tree Crown Segmentation and Crown Width Extraction From a Heightmap Derived From Aerial Laser Scanning Data Using a Deep Learning Framework被引量：72收藏
- 作者：Sun, Chenxin[1] Huang, Chengwei[1] Zhang, Huaiqing[2] Chen, Bangqian[3] An, Feng[3]
- 机构：Nanjing Forestry Univ;Chinese Acad Forestry;Chinese Acad Trop Agr Sci;Nanjing Forestry Univ
- 来源：FRONTIERS IN PLANT SCIENCE 2022
- 关键词：airborne LiDAR deep learning heightmap individual tree crown segmentation forest parameter retrieval
- Estimation of forest above-ground biomass using multi-parameter remote sensing data over a cold and arid area被引量：72收藏
- 作者：Tian, Xin[1,2] Su, Zhongbo[2] Chen, Erxue[1] Li, Zengyuan[1] van der Tol, Christiaan[2]
- 机构：Chinese Acad Forestry;Univ Twente;Chinese Acad Meteorol Sci
- 来源：INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION 2012
- 关键词：k-NN method Regression method Above-ground biomass Configuration
