基本信息
靳华安  男  硕导  中国科学院水利部成都山地灾害与环境研究所
电子邮件: jinhuaan@imde.ac.cn
通信地址: 成都市天府新区群贤南街189号
邮政编码: 610299

招生信息

   
招生专业
070503-地图学与地理信息系统
招生方向
植被参数遥感反演与数据同化、机器/深度学习方法应用、长时序遥感数据产品分析

教育背景

2008-09--2011-06   北京师范大学   博士
2005-09--2008-06   中国科学院东北地理与农业生态研究所   硕士
2001-09--2005-06   聊城大学   学士

工作经历

   
工作简历
2022-09~2023-09,法国生物圈空间研究中心, 访问学者
2017-10~现在, 中国科学院、水利部成都山地灾害与环境研究所, 副研究员
2011-07~2017-10,中国科学院、水利部成都山地灾害与环境研究所, 助理研究员
2008-09~2011-06,北京师范大学, 博士
2005-09~2008-06,中国科学院东北地理与农业生态研究所, 硕士
2001-09~2005-06,聊城大学, 学士
社会兼职
2024-01-01-2028-12-31,国际数字地球学会中国国家委员会数字山地专业委员会委员, 委员
2023-12-31-2025-12-30,SCI期刊《Chinese Geographical Science》青年编委, 青年编委
2021-08-15-2026-08-14,中国遥感应用协会定量遥感专业委员会青年委员, 青年委员

专利与奖励

   
奖励信息
(1) 第一届全球陆表特征参量产品用户大会优秀报告将, 研究所(学校), 2022
(2) Chinese Geographical Science期刊优秀审稿人, 其他, 2021
(3) 中国科学院成都山地所先进工作者, 研究所(学校), 2019

出版信息

   
发表论文
(1) Optimization of multi-dimensional indices for kiwifruit orchard soil moisture content estimation using UAV and ground multi-sensors, Agricultural Water Management, 2024, 第 3 作者
(2) Enhancing precision of root-zone soil moisture content prediction in a kiwifruit orchard using UAV multi-spectral image features and ensemble learning, Computers and Electronics in Agriculture, 2024, 第 4 作者
(3) 基于DART模型和随机森林估算山地叶面积指数, 遥感技术与应用, 2023, 第 2 作者
(4) A fine spatial resolution estimation scheme for large-scale gross primary productivity (GPP) in mountain ecosystems by integrating an eco-hydrological model with the combination of linear and non-linear downscaling processes, JOURNAL OF HYDROLOGY, 2023, 第 5 作者
(5) A Practical Algorithm for Correcting Topographical Effects on Global GPP Products, JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES, 2023, 第 5 作者
(6) Long-term topographic effect on remotely sensed vegetation index-based gross primary productivity (GPP) estimation at the watershed scale, INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2022, 第 5 作者
(7) Homogenization in Species Composition and No Change in Aboveground Biomass Across Tibetan Permafrost Regions Over Ten Years, FRONTIERS IN ENVIRONMENTAL SCIENCE, 2022, 第 4 作者
(8) Long-term topographic effect on remotely sensed vegetation index-based gross primary productivity (GPP) estimation at the watershed scale, INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2022, 第 5 作者
(9) Comprehensive Assessment of Performances of Long Time-Series LAI, FVC and GPP Products over Mountainous Areas: A Case Study in the Three-River Source Region, China, REMOTE SENSING, 2022, 第 2 作者  通讯作者
(10) Corrigendum to ���Derivation of temporally continuous leaf maximum carboxylation rate (Vcmax) from the sunlit leaf gross photosynthesis productivity through combining BEPS model with light response curve at tower flux sites��� Agricultural and Forest Meteorology, Volume 259, 15 September 2018, Pages 82-94, AGRICULTURAL AND FOREST METEOROLOGY, 2022, 第 3 作者
(11) Estimation of Vegetation Leaf-Area-Index Dynamics from Multiple Satellite Products through Deep-Learning Method, REMOTE SENSING, 2022, 第 2 作者  通讯作者
(12) Generating high spatial resolution GLASS FAPAR product from Landsat images, SCIENCE OF REMOTE SENSING, 2022, 第 1 作者
(13) Bi-LSTM Model for Time Series Leaf Area Index Estimation Using Multiple Satellite Products, IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 第 2 作者  通讯作者
(14) An Effective Method for Generating Spatiotemporally Continuous 30 m Vegetation Products, REMOTE SENSING, 2021, 第 3 作者
(15) Temporal and Spatial Variations in the Leaf Area Index and Its Response to Topography in the Three-River Source Region, China from 2000 to 2017, ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2021, 第 2 作者  通讯作者
(16) Vegetation Change and Its Response to Climate Change in Yunnan Province, China, ADVANCES IN METEOROLOGY, 2021, 第 5 作者
(17) Uncertainty analysis of multiple global GPP datasets in characterizing the lagged effect of drought on photosynthesis, ECOLOGICAL INDICATORS, 2020, 第 5 作者
(18) Assessments of gross primary productivity estimations with satellite data-driven models using eddy covariance observation sites over the northern hemisphere, AGRICULTURAL AND FOREST METEOROLOGY, 2020, 第 4 作者
(19) 山区LAI遥感产品对比分析及影响因子评价, Intercomparison and evaluation of influencing factors among different LAI products over mountainous areas, 自然资源学报, 2019, 第 2 作者
(20) Assessment of five satellite-derived LAI datasets for GPP estimations through ecosystem models, SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 第 3 作者
(21) A Multiscale Assimilation Approach to Improve Fine-Resolution Leaf Area Index Dynamics, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 第 1 作者
(22) Evaluation of topographic effects on multiscale leaf area index estimation using remotely sensed observations from multiple sensors, ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2019, 第 1 作者
(23) 融合遥感先验信息的叶面积指数反演, Retrieval of Leaf Area Index by Fusing Prior Information from Remote Sensing Data, 遥感技术与应用, 2019, 第 3 作者
(24) Spatially and Temporally Continuous Leaf Area Index Mapping for Crops through Assimilation of Multi-resolution Satellite Data, REMOTE SENSING, 2019, 第 1 作者
(25) Seamless upscaling of the field-measured grassland aboveground biomass based on gaussian process regression and gap-filled landsat 8 oli reflectance, ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2018, 第 8 作者
(26) 山地典型生态参量遥感反演建模及其时空表征能力研究, 地球科学进展, 2018, 第 4 作者
(27) Spatiotemporal fusion through the best linear unbiased estimator to generate fine spatial resolution NDVI time series, INTERNATIONAL JOURNAL OF REMOTE SENSING, 2018, 第 3 作者
(28) 大尺度森林碳循环过程模拟模型综述, The simulation models of the forest carbon cycle on a large scale: a review, 生态学报, 2018, 第 3 作者
(29) Derivation of temporally continuous leaf maximum carboxylation rate (Vcmax) from the sunlit leaf gross photosynthesis productivity through combining BEPS model with light response curve at tower flux sites, AGRICULTURAL AND FOREST METEOROLOGY, 2018, 第 3 作者
(30) Spatial Downscaling of Gross Primary Productivity Using Topographic and Vegetation Heterogeneity Information: A Case Study in the Gongga Mountain Region of China, REMOTE SENSING, 2018, 第 3 作者
(31) Monitoring fractional green vegetation cover dynamics over a seasonally inundated alpine wetland using dense time series HJ-1A/B constellation images and an adaptive endmember selection LSMM model, REMOTE SENSING OF ENVIRONMENT, 2017, 第 7 作者
(32) Derivation of temporally continuous LAI reference maps through combining the LAINet observation system with CACAO, AGRICULTURAL AND FOREST METEOROLOGY, 2017, 第 3 作者
(33) Intercomparison and validation of MODIS and GLASS leaf area index (LAI) products over mountain areas: A case study in southwestern China, INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2017, 第 1 作者
(34) 基于粒子群-最小二乘法的GLAS波形分解及树高反演方法, An Approach to Decompose ICESat/GLAS Data Waveform and Estimate Canopy Height Based on PSO2LSM Method, 地理与地理信息科学, 2017, 第 5 作者
(35) Performance Evaluation of the Triangle-Based Empirical Soil Moisture Relationship Models Based on Landsat-5 TM Data and In Situ Measurements, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 第 3 作者
(36) Modeling Canopy Reflectance Over Sloping Terrain Based on Path Length Correction, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 第 4 作者
(37) Assessment of terrain slope effects on GLAS waveform and canopy height retrieval using 3-D vegetation model, ACTA TECHNICA CSAV, 2017, 第 4 作者
(38) Spatio-temporal Patterns of the Net Primary Productivity in Southern Himalayas During 2001-2015, LAND COVER CHANGE AND ITS ECO-ENVIRONMENTAL RESPONSES IN NEPAL, 2017, 第 5 作者
(39) 西南地区不同山地环境梯度叶面积指数遥感反演, 遥感技术与应用, 2016, 第 1 作者
(40) 第8章 山地陆表参量多源数据同化反演, 山地遥感, 2016, 第 1 作者
(41) Sensitivity analysis of the DeNitrification and Decomposition model for simulating regional carbon budget at the wetland-grassland area on the Zoige Plateau, china, JOURNAL OF MOUNTAIN SCIENCE, 2016, 第 3 作者
(42) 第9章 山地遥感产品地面验证, 山地遥感, 2016, 第 3 作者
(43) A Cost-Constrained Sampling Strategy in Support of LAI Product Validation in Mountainous Areas, REMOTE SENSING, 2016, 第 7 作者
(44) 基于多源多时相遥感影像的山地森林分类决策树模型研究, 遥感技术与应用, 2016, 第 6 作者
(45) 山地地表生态参量遥感反演的理论、方法与问题, 遥感技术与应用, 2016, 第 3 作者
(46) Improvement of spatially and temporally continuous crop leaf area index by integration of CERES-Maize model and MODIS data, EUROPEAN JOURNAL OF AGRONOMY, 2016, 第 1 作者
(47) 中国西南山区GEOV1、GLASS和MODIS LAI产品的对比分析, 遥感技术与应用, 2016, 第 3 作者
(48) 基于Landsat8热红外遥感数据的山地地表温度地形效应研究, 遥感技术与应用, 2016, 第 5 作者
(49) Land Cover Mapping in Southwestern China Using the HC-MMK Approach, REMOTE SENSING, 2016, 第 5 作者
(50) HJ-1B CCD2与SPOT4 HRVIR数据在森林地上生物量反演中的比较分析, 武汉大学学报:信息科学版, 2016, 第 1 作者
(51) 第6章 山地植被生物物理参数遥感反演, 山地遥感, 2016, 第 2 作者
(52) 基于无人机影像可见光植被指数的若尔盖草地地上生物量估算研究, 遥感技术与应用, 2016, 第 6 作者
(53) 湿地植被净初级生产力估算模型研究综述, 湿地科学, 2015, 第 3 作者
(54) 双集合卡尔曼滤波估算时间序列LAI, 遥感学报, 2014, 第 5 作者
(55) Multi-temporal cloud and snow detection algorithm for the HJ-1A/B CCD imagery of China, 2014 IEEE GEOSCIENCE AND REMOTE SENSING SYMPOSIUM. (IGARSS). PROCEEDINGS, 2014, 第 3 作者
(56) MULTI-TEMPORAL CLOUD AND SNOW DETECTION ALGORITHM FOR THE HJ-1A/B CCD IMAGERY OF CHINA, 2014 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2014, 第 3 作者
(57) 基于小波NEIGHSHRINK阈值法滤除SAR斑点噪声, SAR Speckle Noise Reduction Based on Wavelet NEIGHSHRINK Threshold, 遥感信息, 2014, 第 4 作者
(58) A Synergetic Algorithm for Mid-Morning Land Surface Soil and Vegetation Temperatures Estimation Using MSG-SEVIRI Products and TERRA-MODIS Products, REMOTE SENSING, 2014, 第 4 作者
(59) Validation of MODIS global LAI products in forested terrain, IEEE GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2014, 第 1 作者
(60) An Enhanced Spatial and Temporal Data Fusion Model for Fusing Landsat and MODIS Surface Reflectance to Generate High Temporal Landsat-Like Data, REMOTE SENSING, 2013, 第 3 作者
(61) Auto-registration and orthorecification algorithm for the time series HJ-1A/B CCD images, JOURNAL OF MOUNTAIN SCIENCE, 2013, 第 3 作者
(62) Comparative analysis of HJ-1, SPOT, and TM data for leaf area index estimation in a mountainous area, IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2013, 第 1 作者
(63) Validation of global land surface satellite (GLASS) downward shortwave radiation product in the rugged surface, JOURNAL OF MOUNTAIN SCIENCE, 2013, 第 1 作者
(64) 基于作物生长模型和遥感数据同化的区域玉米产量估算与分析, 农业工程学报, 2012, 第 1 作者
(65) Use of Ensemble Kalman Smoother Algorithm for the Time-Series Retrieval of Leaf Area Index from Remote Sensing Data, SPECTROSCOPY AND SPECTRAL ANALYSIS, 2011, 第 1 作者
发表著作
( 1 ) 山地遥感, 科学出版社, 2016-12, 第 3 作者

科研活动

   
科研项目
( 1 ) 基于深度学习的不同空间尺度时间序列叶面积指数遥感反演, 负责人, 国家任务, 2021-01--2024-12
( 2 ) 四川省高分辨率叶面积指数遥感反演及产品生产, 负责人, 中国科学院计划, 2021-01--2023-12
( 3 ) 山地关键参数通用快速反演算法构建与验证, 负责人, 国家任务, 2020-12--2025-11
( 4 ) 典型山地碳循环关键参数时空尺度扩展建模与产品生产, 负责人, 国家任务, 2020-12--2025-11
( 5 ) 复杂地形区多尺度叶面积指数遥感估算方法研究, 负责人, 国家任务, 2017-01--2020-12
( 6 ) 山地典型生态参量反演建模及数据同化方法, 负责人, 国家任务, 2017-01--2021-12
( 7 ) 全球气候数据集生成及气候变化关键过程和要素监测, 参与, 国家任务, 2016-07--2021-06
( 8 ) 三江源区径流形成与变化机制及其冻土生态水文过程模拟, 参与, 国家任务, 2016-01--2019-12
( 9 ) 山区森林时间序列叶面积指数遥感反演及地形效应分析, 负责人, 国家任务, 2014-01--2016-12
参与会议
(1)基于深度学习的多尺度叶面积指数遥感反演   第一届全国遥感地理大会   2024-05-11