成果/Result
- Remote sensing of the terrestrial carbon cycle: A review of advances over 50 years被引量：472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
- RemoteCLIP: A Vision Language Foundation Model for Remote Sensing被引量：219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
- 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
- 林业物联网发展现状与展望被引量：185收藏
- 作者：Xuanxin, Liu[1,2,3] Xinwen, Yu[1,2,3] Xu, Zhang[1,2,3] Guang, Deng[1,2,3] Xuan, Ouyang[1,2,3]
- 机构： Institute of Forest Resource Information Techniques; Key Laboratory of Forestry Remote Sensing and Information System; Xinjiang West Tianshan Forest Ecosystem Observation and Research Station
- 来源：[1] Institute of Forest Resource Information Techniques, Chinese Academy of Forestry, Beijing, 100091, China; [2] Key Laboratory of Forestry Remote Sensing and Information System, National Forestry and Grassland Administration, Beijing, 100091, China; [3] Xinjiang West Tianshan Forest Ecosystem Observation and Research Station, Gongliu, 835400, China 2026
- 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：166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
- Multiscale 3-D-2-D Mixed CNN and LightwEIght Attention-Free Transformer for Hyperspectral and LiDAR Classification被引量：148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
- Estimation of forest biomass dynamics in subtropical forests using multi-temporal airborne LiDAR data被引量：146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
- 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
- Classification of Land Cover, Forest, and Tree Species Classes with ZiYuan-3 Multispectral and Stereo Data被引量：128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：120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
- Plant Functional Traits and Tree Size Inequality Improved Individual Tree HEIght Prediction of Mid-Montane Humid Evergreen Broad-Leaved Forests in Southwest China被引量：117收藏
- 作者：Feng, Yuan[1,2,3] Chai, Yong[1,2,3] Qin, Yangping[4,5] Li, Guixiang[1,2,3] He, Liping[1,2,3]
- 机构： Yunnan Academy of Forestry and Grassland; Yunnan Key Laboratory of Biodiversity of Gaoligong Mountain; Gaoligong Mountain Forest Ecosystem Observation and Research Station of Yunnan Province; Southwest Survey and Planning Institute; Key Laboratory of Forest Management and Growth Modelling
- 来源：SSRN 2023
- 关键词：Forestry - Plants (botany)
- Nonpeaked Discriminant Analysis for Data Representation被引量：115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
- RemoteCLIP: A Vision Language Foundation Model for Remote Sensing被引量：111收藏
- 作者：Liu, Fan[1] Chen, Delong[2] Guan, Zhangqingyun[1] Zhou, Xiaocong[1] Zhu, Jiale[1]
- 机构： College of Computer and Information; Department of Electronic and Computer Engineering; College of Information Science and Technology; Institute of Forest Resource Information Techniques; School of Information and Communication Technology
- 来源：arXiv 2023
- 关键词：Classification (of information) - Foundations - Image classification - Remote sensing - Text processing - Visual languages - Zero-shot learning
- Alleviating Drought Stress Effects on Photosynthetic Productivity of Larix Decidua Through Physiological Process by Management Measures被引量：102收藏
- 作者：Wu, Chunyan[1] Yang, Tingdong[2] Cheng, Min[3] Chen, Dongsheng[1] Sun, Xiaomei[1]
- 机构： State Key Laboratory of Tree Genetics and Breeding; Institute of Forest Resource Information Techniques; Institute of Land and Urban-Rural Development
- 来源：SSRN 2023
- 关键词：Carbon dioxide - Efficiency - Forestry - Image reconstruction - Physiology - Soil moisture - Three dimensional computer graphics
- 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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- Geographical patterns and drivers of growth dynamics of Quercus variabilis被引量：97收藏
- 作者：Gao, Wen-Qiang[1,2] Liu, Jian-Feng[1] Xue, Ze-Min[1] Zhang, Yu-Ting[1] Gao, Zhong-Hai[3]
- 机构： Key Laboratory of Tree Breeding and Cultivation of the State Forestry Administration; Institute of Forest Resource Information Techniques; Planning and Design Institute of the Forest Products Industry of the State Forestry Administration; Research Institute of Forest Ecology
- 来源：Forest Ecology and Management 2018
- 关键词：Climate models - Forestry - Digital storage
- 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
- Individual hEIght-diameter models for young black spruce (Picea mariana) and jack pine (Pinus banksiana) plantations in New Brunswick, Canada被引量：88收藏
- 作者：Lei, Xiangdong[1,2] Peng, Changhui[2,4] Wang, Haiyan[3] Zhou, Xiaolu[2]
- 机构： Institute of Forest Resource Information Techniques; Institut des sciences de l'environnement; College of Soil and Water Conservation; Research Section of Ecology
- 来源：Forestry Chronicle 2009
- 关键词：Reforestation
- A generalized nonlinear mixed-effects hEIght to crown base model for Mongolian oak in northeast China被引量：86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
- LiCHy: The CAF's LiDAR, CCD and Hyperspectral Integrated Airborne Observation System被引量：85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
- 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
- Assessing impacts of the Ecological Retreat project on water conservation in the Yellow River Basin被引量：84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
- tSIM: a novel temperate Savanna Identification Method integrating UAV and High-resolution satellite被引量：83收藏
- 作者：Li, Xiaoya[1,2] Duan, Tao[3] Yang, Kaijie[1,2] Yang, Bin[4] Wang, Chunmei[5]
- 机构： Institute of Ecological Conservation and Restoration; Institute of Great Green Wall; Satellite Application Centre for Ecology and Environment; School of Electronics and Information Engineering; Aerospace Information Research Institute
- 来源：SSRN 2024
- 关键词：Ecosystems - Forestry - Geographical distribution - Regression analysis - Remote sensing - Satellite imagery - Vegetation
- Progress and Applications of 3D Modeling and Visualization Simulation Technology for Trees被引量：82收藏
- 作者：Zeyu, Cui[1,2] Huaiqing, Zhang[1,2] Yang, Liu[1,2] Jing, Zhang[1,2] Tingdong, Yang[1,2]
- 机构： Institute of Forest Resources Information Techniques; National Forestry and Grassland Science Data Center; Central South University of Forestry and Technology
- 来源：Linye Kexue/Scientia Silvae Sinicae 2025
- 关键词：3D modeling - 3D reconstruction - Conservation - Data fusion - Data integration - Data mining - Data visualization - Decision trees - Ecosystems - Forestry - Information management - Life cycle - Restoration - Three dimensional computer graphics - Visualization
- Monitoring Near Real-Time Heat Damage to Tea Plants Based on Remotely Sensed Land Surface Temperature Products Over Mainland China被引量：80收藏
- 作者：Wang, Peijuan[1] Li, Xin[1] Tang, Junxian[1,2] Wu, Dingrong[1] Pang, Lifeng[3]
- 机构： State Key Laboratory of Severe Weather; Collaborative Innovation Center of Meteorological Disaster Forecast; Research Institute of Forest Resource Information Techniques
- 来源：SSRN 2023
- 关键词：Crops - Geographical regions - Land surface temperature - Losses - Remote sensing - Surface measurement - Surface properties
- Growth and structure development of semi-natural larch-spruce-fir (Larix olgensis-Picea jezoensis-Abies nephrolepis) forests in northeast China: 12-year results after thinning被引量：78收藏
- 作者：Lei, Xiangdong[1] Lu, Yuanchang[1] Peng, Changhui[2] Zhang, Xiaopeng[3] Chang, Jie[4]
- 机构： Institute of Forest Resource Information Techniques; Institute of Environment Sciences; Institute of Automation; College of Life Sciences
- 来源：Forest Ecology and Management 2007
- 关键词：Forestry - Growth kinetics
- Recurrent Thrifty Attention Network for Remote Sensing Scene Recognition被引量：77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
