成果/Result
- 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
- 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
- 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
- Influence of climatic and geographic factors on the spatial distribution of Qinghai spruce forests in the dryland Qilian Mountains of Northwest China被引量：49收藏
- 作者：Yang, Wenjuan[1] Wang, Yanhui[1] Webb, Ashley A.[2] Li, Zengyuan[3] Tian, Xin[3]
- 机构：Chinese Acad Forestry;Tamworth Agr Inst;Chinese Acad Forestry;Acad Water Resource Conservat Forests Qilian Mt G
- 来源：SCIENCE OF THE TOTAL ENVIRONMENT 2018
- 关键词：Forest distribution Mountain area Climate change Topography Arid zone
- Estimating montane forest above-ground biomass in the upper reaches of the Heihe River Basin using Landsat-TM data被引量：42收藏
- 作者：Tian, Xin[1,2] Li, Zengyuan[1] Su, Zhongbo[2] Chen, Erxue[1] van der Tol, Christiaan[2]
- 机构：Chinese Acad Forestry;Univ Twente;Chinese Acad Sci;Fuzhou Univ;Univ Technol Sydney
- 来源：INTERNATIONAL JOURNAL OF REMOTE SENSING 2014
- 关键词：Estimation - Landforms - Linear regression - Mean square error - Nearest neighbor search - Remote sensing - Water resources - Watersheds
- Estimating zero-plane displacement height and aerodynamic roughness length using synthesis of LidaR and SPOT-5 data被引量：38收藏
- 作者：Tian, X.[1,2] Li, Z. Y.[1] van der Tol, C.[2] Su, Z.[2] Li, X.[3]
- 机构：Chinese Acad Forestry;Univ Twente;Chinese Acad Sci;Chinese Acad Sci;Beijing Inst Space Mech & Elect
- 来源：REMOTE SENSING OF ENVIRONMENT 2011
- 关键词：Zero-plane displacement Aerodynamic roughness length WATER campaign LidaR SPOT-5 Eddy covariance
- Evaluating Different Methods for Estimating Diameter at Breast Height from Terrestrial Laser Scanning被引量：36收藏
- 作者：Liu, Chang[1] Xing, Yanqiu[1] Duanmu, Jialong[1] Tian, Xin[2]
- 机构：Northeast Forestry Univ;Chinese Acad Forestry
- 来源：REMOTE SENSING 2018
- 关键词：TLS DBH estimation algorithm preprocessing condition natural secondary forest plantation
- Simulation of Forest Carbon Fluxes Using Model Incorporation and data Assimilation被引量：33收藏
- 作者：Yan, Min[1] Tian, Xin[1] Li, Zengyuan[1] Chen, Erxue[1] Wang, Xufeng[2]
- 机构：Chinese Acad Forestry;Chinese Acad Sci;Fuzhou Univ
- 来源：REMOTE SENSING 2016
- 关键词：carbon fluxes model incorporation data assimilation
- A long-term simulation of forest carbon fluxes over the Qilian Mountains被引量：31收藏
- 作者：Yan, Min[1] Tian, Xin[1] Li, Zengyuan[1] Chen, Erxue[1] Li, Chunmei[1,2]
- 机构：Chinese Acad Forestry;Southwest Forestry Univ;Fuzhou Univ
- 来源：INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION 2016
- 关键词：MODIS GPP model Biome-BGC model Eddy covariance Dendrochronological data
- Tree Species Classification of Backpack Laser Scanning data Using the PointNet plus plus Point Cloud Deep Learning Method被引量：24收藏
- 作者：Liu, Bingjie[1] Chen, Shuxin[2] Huang, Huaguo[1] Tian, Xin[2]
- 机构：Beijing Forestry Univ;Chinese Acad Forestry
- 来源：REMOTE SENSING 2022
- 关键词：tree species classification deep learning point cloud backpack laser scanning (BLS)
- Synthesis of Leaf-on and Leaf-off Unmanned Aerial Vehicle (UAV) Stereo Imagery for the Inventory of Aboveground Biomass of Deciduous Forests被引量：22收藏
- 作者：Ni, Wenjian[1,2] Dong, Jiachen[1,2] Sun, Guoqing[3] Zhang, Zhiyu[1] Pang, Yong[4]
- 机构：Chinese Acad Sci;Univ Chinese Acad Sci;Univ Maryland;Chinese Acad Forestry
- 来源：REMOTE SENSING 2019
- 关键词：forest aboveground biomass stereo imagery unmanned aerial vehicles UAV AGB leaf-on leaf-off inventory
- Predicting forest height using the GOST, Landsat 7 ETM+, and airborne LidaR for sloping terrains in the Greater Khingan Mountains of China被引量：22收藏
- 作者：Gu, Chengyan[1,2] Clevers, Jan G. P. W.[2] Liu, Xiao[3] Tian, Xin[1] Li, Zhouyuan[4]
- 机构：Chinese Acad Forestry;Wageningen Univ & Res;Eindhoven Univ Technol;Wageningen Univ & Res
- 来源：ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING 2018
- 关键词：Forest height Geometric-Optical Model for Sloping Terrains (GOST) Airborne LidaR Landsat
- A Decade's Change in Vegetation Productivity and Its Response to Climate Change over Northeast China被引量：21收藏
- 作者：Yan, Min[1] Xue, Mei[2] Zhang, Li[1] Tian, Xin[3] Chen, Bowei[1]
- 机构：Chinese Acad Sci;CNIPA;Chinese Acad Forestry
- 来源：PLANTS-BASEL 2021
- 关键词：vegetation net primary productivity BEPS partial correlation analysis lag analysis
- Tree Species Classification Using Ground-Based LidaR data by Various Point Cloud Deep Learning Methods被引量：19收藏
- 作者：Liu, Bingjie[1] Huang, Huaguo[1] Su, Yong[2] Chen, Shuxin[3] Li, Zengyuan[3]
- 机构：Beijing Forestry Univ;Southwest Forestry Univ;Chinese Acad Forestry
- 来源：REMOTE SENSING 2022
- 关键词：tree species classification point cloud deep learning multi-layer perceptron convolution graph attention transformer
- The Complicate Observations and Multi-Parameter Land Information Constructions on Allied Telemetry Experiment (COMPLICATE)被引量：19收藏
- 作者：Tian, Xin[1,2] Li, Zengyuan[1] Chen, Erxue[1] Liu, Qinhuo[3] Yan, Guangjian[4,5]
- 机构：Chinese Acad Forestry;Univ Twente;Chinese Acad Sci;Beijing Normal Univ;Beijing Normal Univ
- 来源：PLOS ONE 2015
- Improved simulation of carbon and water fluxes by assimilating multi-layer soil temperature and moisture into process-based biogeochemical model被引量：16收藏
- 作者：Yan, Min[1] Li, Zengyuan[2] Tian, Xin[2] Zhang, Li[1] Zhou, Yu[3]
- 机构：Chinese Acad Sci;Chinese Acad Forestry;Clark Univ
- 来源：FOREST ECOSYSTEMS 2019
- 关键词：Biome-BGC MuSo Soil temperature Soil moisture Ensemble Kalman filter data assimilation
- Reprint of: Estimation of forest above-ground biomass using multi-parameter remote sensing data over a cold and arid area被引量：16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
- Sensitivity analysis of Biome-BGCMuSo for gross and net primary productivity of typical forests in China被引量：15收藏
- 作者：Ren, Hongge[1,2] Zhang, Li[1] Yan, Min[1] Tian, Xin[3] Zheng, Xingbo[4,5]
- 机构：Chinese Acad Sci;Univ Chinese Acad Sci;Chinese Acad Forestry;Chinese Acad Sci;Chinese Acad Sci
- 来源：FOREST ECOSYSTEMS 2022
- 关键词：Sensitivity analysis Biome-BGCMuSo Productivity Regression analysis EFAST
- Estimation of above-ground biomass using MODIS satellite imagery of multiple land-cover types in China被引量：15收藏
- 作者：Yuan, Xiuliang[1,2] Li, Longhui[1] Tian, Xin[3] Luo, Geping[1] Chen, Xi[1]
- 机构：Chinese Acad Sci;Univ Chinese Acad Sci;Chinese Acad Forestry
- 来源：REMOTE SENSING LETTERS 2016
- 关键词：Radiometers - Satellite imagery
- Simulation of Forest Evapotranspiration Using Time-Series Parameterization of the Surface Energy Balance System (SEBS) over the Qilian Mountains被引量：12收藏
- 作者：Tian, Xin[1,2] van der Tol, Christiaan[2] Su, Zhongbo[2] Li, Zengyuan[1] Chen, Erxue[1]
- 机构：Chinese Acad Forestry;Univ Twente;Chinese Acad Sci;Fuzhou Univ;Univ Technol Sydney
- 来源：REMOTE SENSING 2015
- 关键词：roughness length forest vertical parameters Surface Energy Balance System (SEBS) evapotranspiration remote sensing
- TSCMDL: Multimodal Deep Learning Framework for Classifying Tree Species Using Fusion of 2-D and 3-D Features被引量：11收藏
- 作者：Liu, Bingjie[1] Hao, Yuanshuo[2] Huang, Huaguo[1] Chen, Shuxin[3] Li, Zengyuan[3]
- 机构：Beijing Forestry Univ;Northeast Forestry Univ;Chinese Acad Forestry;China Mobile Grp Shanxi Design Inst Co Ltd
- 来源：IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 2023
- 关键词：Vegetation Feature extraction Point cloud compression Laser radar Deep learning Forestry data models light detection and ranging (LidaR) multimodal point cloud tree species classification
- Quantitative evaluation of polarimetric classification for agricultural crop mapping被引量：9收藏
- 作者：Chen, Erxue[1] Li, Zengyuan[1] Pang, Yong[1] Tian, Xin[1]
- 机构：Chinese Acad Forestry
- 来源：PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING 2007
- 关键词：Electromagnetic wave polarization - Mapping - Synthetic aperture radar
- Forest Carbon Flux Simulation Using Multi-Source data and Incorporation of Remotely Sensed Model with Process-Based Model被引量：6收藏
- 作者：Su, Yong[1,2] Zhang, Wangfei[1] Liu, Bingjie[3] Tian, Xin[2] Chen, Shuxin[2]
- 机构：Southwest Forestry Univ;Chinese Acad Forestry;Beijing Forestry Univ
- 来源：REMOTE SENSING 2022
- 关键词：forest carbon fluxes MODIS MOD_17 GPP Biome-BGCMuSo forest type model incorporation
- Forest Canopy Cover Inversion Exploration Using Multi-Source Optical data and Combined Methods被引量：5收藏
- 作者：Guan, Yuan[1] Tian, Xin[2] Zhang, Wangfei[1] Marino, Armando[3] Huang, Jimao[4]
- 机构：Southwest Forestry Univ;Chinese Acad Forestry;Univ Stirling;Aerosp Xinde Zhitu Beijing Technol Co Ltd
- 来源：FORESTS 2023
- 关键词：forest canopy cover feature filter Landsat8 OLI Sentinel-2A KNN-FIFS
- Precious Tree Pest Identification with Improved Instance Segmentation Model in Real Complex Natural Environments被引量：5收藏
- 作者：Guo, Ying[1] Gao, Junjia[1] Wang, Xuefeng[1] Jia, Hongyan[2] Wang, Yanan[2]
- 机构：Chinese Acad Forestry;Chinese Acad Forestry;Forestry Res Inst Chifeng
- 来源：FORESTS 2022
- 关键词：precious trees control small pest segmentation instance segmentation Mask RCNN Swin Transformer
- Feature analysis of LIdaR waveforms from forest canopies被引量：4收藏
- 作者：Liu QingWang[1] Li ZengYuan[1] Chen ErXue[1] Pang Yong[1] Li ShiMing[1]
- 机构：Chinese Acad Forestry
- 来源：SCIENCE CHINA-EARTH SCIENCES 2011
- 关键词：remote sensing forest canopy LIdaR waveform feature solid scatterer
- A High Spatiotemporal Enhancement Method of Forest Vegetation Leaf Area Index Based on Landsat8 OLI and GF-1 WFV data被引量：1收藏
- 作者：Luo, Xin[1] Jin, Lili[2] Tian, Xin[1] Chen, Shuxin[1] Wang, Haiyi[1]
- 机构：Chinese Acad Forestry;Shijiazhuang Hutuo River State Owned Forest Farm
- 来源：REMOTE SENSING 2023
- 关键词：LAI Landsat8 OLI GF-1 WFV STARFM SA-BPNN
- 中国东部沙地温带稀树草原的分布与制图被引量：0收藏
- 作者：李晓雅[1,2,3] 王锋[1,2,3] 段涛[4] 杨凯捷[1,2,3] 杨斌[5]
- 机构：中国林业科学研究院生态保护与修复研究所;中国林业科学研究院荒漠化研究所;三北工程研究院;生态环境部卫星环境应用中心;中国科学院微电子研究所
- 来源：《中国科学:地球科学》 2025
- 关键词：温带稀树草原 无人机 高分卫星 木本植物覆盖度 草本植物覆盖度 机器学习
- 摘要：稀树草原广泛分布于全球各个区域,对调节陆地净初级生产力和陆地碳循环至关重要.由于稀树草原树草混合分布使其具有较高的空间异质性,当前的全球土地覆盖分类图多将其划分为森林或草原.中国温带稀树草原覆盖面积广泛,但缺乏对其空间格...
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- Mapping Temperate Savanna in Northeastern China Through Integrating UAV and Satellite Imagery被引量：0收藏
- 作者：Li, Xiaoya[1,2] Duan, Tao[3] Yang, Kaijie[1,2] Yang, Bin[4] Wang, Chunmei[5]
- 机构：Chinese Acad Forestry;Inst Great Green Wall;Inner Mongolia Agr Univ;Wuxi Univ;Chinese Acad Sci
- 来源：SCIENTIFIC DATA 2025
