成果/Result
- 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
- 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
- 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
- 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：141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
- 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
- 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
- 利用机载激光雷达数据提取单株木树高和树冠被引量：98收藏
- 作者：刘清旺[1] 李增元[1] 陈尔学[1] 庞勇[1] 武红敢[1]
- 机构：中国林业科学研究院资源信息研究所
- 来源：《北京林业大学学报》 2008
- 关键词：激光雷达 激光应用 单株木 树高 树冠 双正切角树冠识别算法
- 摘要：机载激光雷达是一种主动遥感技术。在林业应用方面,高采样密度激光雷达能够获取单株木三维结构特征,采用不同的数据处理方法,可以得到不同精度的单株木参数。该文利用高采样密度的机载激光雷达数据(离散回波,平均激光点间隔0.52 ...
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- 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
- Leaf image based plant disease identification using transfer learning and feature fusion被引量：81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
- 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
- Recurrent Thrifty Attention Network for Remote Sensing Scene Recognition被引量：73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
- Hyperion高光谱数据森林郁闭度定量估测研究被引量：70收藏
- 作者：谭炳香[1] 李增元[1] 陈尔学[1] 庞勇[1] 雷渊才[1]
- 机构：中国林业科学研究院资源信息研究所
- 来源：《北京林业大学学报》 2006
- 关键词：高光谱遥感 森林郁闭度 Hyperion PCA
- 摘要：该文探讨和评价了利用星载EO-1 Hyperion高光谱遥感数据定量估测森林郁闭度的能力.高光谱数据光谱特征空间降维采用两种方式,一种是光谱特征选择的波段选择法(BS),另一种是光谱特征提取的主成分变换法(PCA).从森...
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- Positive Relationship between Aboveground Carbon Stocks and Structural Diversity in Spruce-Dominated Forest Stands in New Brunswick, Canada被引量：69收藏
- 作者：Wang, Weifeng[1] Lei, Xiangdong[2] Ma, Zhihai[1] Kneeshaw, Daniel D.[3] Peng, Changhui[1]
- 机构：Univ Quebec;Chinese Acad Forestry;Univ Quebec
- 来源：FOREST SCIENCE 2011
- 关键词：forest management niche complementarity hypothesis Shannon-Wiener index stand structure
- Assessing impacts of the Ecological Retreat project on water conservation in the Yellow River Basin被引量：66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
- Above-Ground Biomass and Biomass Components Estimation Using LiDAR Data in a Coniferous Forest被引量：64收藏
- 作者：He, Qisheng[1] Chen, Erxue[2] An, Ru[1] Li, Yong[1]
- 机构：Hohai Univ;Chinese Acad Forestry
- 来源：FORESTS 2013
- 关键词：above-ground biomass biomass components LiDAR coniferous forest Qilian Mountain
- Assessing the ability of MODIS EVI to estimate terrestrial ecosystem gross primary production of multiple land cover types被引量：63收藏
- 作者：Shi, Hao[1] Li, Longhui[1] Eamus, Derek[1,2] Huete, Alfredo[1] Cleverly, James[1,2]
- 机构：Univ Technol Sydney;Univ Technol Sydney;Chinese Acad Forestry;Chinese Acad Sci;Free Univ Bolzano
- 来源：ECOLOGICAL INDICATORS 2017
- 关键词：Remote sensing MODIS Enhanced vegetation index Gross primary production Land cover types Leaf area index
- Spatial and temporal evolution characteristics of the water conservation function and its driving factors in regional lake wetlands-Two types of homogeneous lakes as examples被引量：62收藏
- 作者：Hu, Wenmin[1,2] Li, Guo[1] Li, Zenian[1]
- 机构：Cent South Univ Forestry & Technol;Chinese Acad Forestry
- 来源：ECOLOGICAL INDICATORS 2021
- 关键词：Water yield Lake wetland Cluster analysis Climate change InVEST model
- Validation of the ICEsat vegetation product using crown-area-wEIghted mean hEIght derived using crown delineation with discrete return lidar data被引量：61收藏
- 作者：Pang, Yong[1,2] Lefsky, Michael[1] Andersen, Hans-Erik[3] Miller, Mary Ellen[1] Sherrill, Kirk[1]
- 机构：Colorado State Univ;Chinese Acad Forestry;US Forest Serv
- 来源：CANADIAN JOURNAL OF REMOTE SENSING 2008
- 关键词：Aneroid altimeters - Forestry - Radio altimeters - Vegetation
- Impact of footprint diameter and off-nadir pointing on the precision of canopy hEIght estimates from spaceborne lidar被引量：59收藏
- 作者：Pang, Yong[1,2] Lefsky, Michael[1] Sun, Guoqing[3] Ranson, Jon[4]
- 机构：Colorado State Univ;Chinese Acad Forestry;Univ Maryland;NASA
- 来源：REMOTE SENSING OF ENVIRONMENT 2011
- 关键词：Spaceborne lidar Lidar waveform simulation Off-nadir pointing Footprint diameter Canopy hEIght DESDynI ICESat-II
- RemoteCLIP: A Vision Language Foundation Model for Remote Sensing被引量：58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
- Multiscale 3-D-2-D Mixed CNN and LightwEIght Attention-Free Transformer for Hyperspectral and LiDAR Classification被引量：57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
- A generalized interregional nonlinear mixed-effects crown width model for Prince Rupprecht larch in northern China被引量：57收藏
- 作者：Fu, Liyong[1,2] Sharma, Ram P.[3] Hao, Kaijie[4] Tang, Shouzheng[1]
- 机构：Chinese Acad Forestry;Penn State Univ;Czech Univ Life Sci;Shanxi Acad Forestry Sci
- 来源：FOREST ECOLOGY AND MANAGEMENT 2017
- 关键词：Crown width Interregional effects Optimal sample size Random effects Two-level mixed-effects model
- Classification of tree species and stock volume estimation in ground forest images using Deep Learning被引量：56收藏
- 作者：Liu, Jiazheng[1] Wang, Xuefeng[1] Wang, Tian[1]
- 机构：Chinese Acad Forestry
- 来源：COMPUTERS AND ELECTRONICS IN AGRICULTURE 2019
- 关键词：Ground forest image Deep Learning UNET Tree species classification Nonlinear mixed effect model Growing stock volume
