Prof. Runhe Shi Profile

Prof. Runhe Shi

at East China Normal Univ

SPIE Involvement:

Conference Program Committee | Author

Publications (78)

Proceedings Article | 21 September 2018 Paper

Change of sea surface temperature in the northwest Pacific Ocean over the past decade and its impacts on fisheries

Zhu Tao, Runhe Shi, Zhibin Sun, Wei Gao

Proceedings Volume 10767, 1076712 (2018) https://doi.org/10.1117/12.2319257

KEYWORDS: MODIS, Temperature metrology, Water, Remote sensing, Satellites, Oceanography, Infrared radiation, Clouds, Sensors, Algorithm development

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Proceedings Article | 18 September 2018 Paper

Comparative study of the spatial interpolation methods for the Shanghai regional air quality evaluation

Xuanyi Zhang, Runhe Shi, Maosi Chen

Proceedings Volume 10767, 107670Q (2018) https://doi.org/10.1117/12.2320402

KEYWORDS: Error analysis, Analytical research, Pollution, Air contamination, Reliability, Statistical analysis, Information science, Ecology

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Proceedings Article | 18 September 2018 Paper

Simulation of methane emissions from double-rice cropping system in southern China during the past 50 years by DNDC model

Xiangyi Wang, Zhan Tian, Dongli Fan, Meifang Hou, Yilong Niu, Hanqing Xu, Biao Hu, Runhe Shi, Maosi Chen

Proceedings Volume 10767, 1076716 (2018) https://doi.org/10.1117/12.2320158

KEYWORDS: Methane, Data modeling, Atmospheric modeling, Climate change, Climatology, Temperature metrology, Geographic information systems, Systems modeling, Data centers, Agriculture

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Proceedings Article | 18 September 2018 Paper

Correction and prediction of ultraviolet (UV-MFRSR) radiation value based on GARCH model

Wei Zhuo, Runhe Shi, Zhibin Sun, Wei Gao

Proceedings Volume 10767, 107670O (2018) https://doi.org/10.1117/12.2320106

KEYWORDS: Ultraviolet radiation, Data modeling, Atmospheric modeling, Autoregressive models, Solar radiation, Calibration, Radiometry, Aerosols, Ozone, Signal attenuation

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Proceedings Article | 18 September 2018 Paper

Simulation of land use/cover change in Shanghai based on SLEUTH model

Lan Zheng, Deying Zhang, Yunyun Zhou, Xuanyi Zhang, Runhe Shi, Maosi Chen

Proceedings Volume 10767, 107670S (2018) https://doi.org/10.1117/12.2320466

KEYWORDS: Calibration, Monte Carlo methods, Data modeling, Roads, Information science, Remote sensing, Climatology, Diffusion, Resistance, Local area networks

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Proceedings Article | 18 September 2018 Paper

The variation characteristics of PM2.5 in Shanghai and its correlation with meteorological factors

Yunyun Zhou, Deying Zhang, Lan Zheng, Runhe Shi, Maosi Chen

Proceedings Volume 10767, 107670P (2018) https://doi.org/10.1117/12.2320240

KEYWORDS: Meteorology, Pollution, Humidity, Air contamination, Atmospheric particles, Atmospheric monitoring, Diffusion, Temporal resolution, Environmental sensing, Information science

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Proceedings Article | 18 September 2018 Paper

Suitability regionalization of Chinese medicinal yam under the impact of climate change simulated by CMIP5 multi-model ensemble projections

Biao Hu, Zhan Tian, Dongli Fan, Hanqing Xu, Yinghao Ji, Xiangyi Wang, Runhe Shi, Maosi Chen

Proceedings Volume 10767, 1076718 (2018) https://doi.org/10.1117/12.2320710

KEYWORDS: Climatology, Climate change, Soil science, Temperature metrology, Geographic information systems, Environmental sensing, Standards development, Medicine, Agricultural LIDAR, Botany

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Proceedings Article | 18 September 2018 Paper

The spatial distribution characteristics and ground-level estimation of NO2 and SO2 over Huaihe River Basin and Shanghai based on satellite observations

Deying Zhang, Yunyun Zhou, Lan Zheng, Runhe Shi, Maosi Chen

Proceedings Volume 10767, 107670L (2018) https://doi.org/10.1117/12.2318933

KEYWORDS: Satellites, Earth observing sensors, Meteorology, Error analysis, Combustion, Remote sensing, Nitrogen dioxide, Data modeling, Air contamination, Atmospheric monitoring

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Proceedings Article | 18 September 2018 Paper

Cardiovascular and respiratory diseases surveillance around Shanghai Chemical Industry Park based on remote sensing

Jiayuan Zhou, Chunying Guo, Yunyun Zhou, Deying Zhang, Runhe Shi, Maosi Chen

Proceedings Volume 10767, 1076710 (2018) https://doi.org/10.1117/12.2318931

KEYWORDS: Surveillance, Pulmonary disorders, Remote sensing, Statistical analysis, Heart, Air contamination, Cerebrovascular diseases, Chronic obstructive pulmonary disease

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Proceedings Article | 7 September 2017 Paper

Estimating chlorophyll content of spartina alterniflora at leaf level using hyper-spectral data

Jiapeng Wang, Runhe Shi, Pudong Liu, Chao Zhang, Maosi Chen

Proceedings Volume 10405, 104050Y (2017) https://doi.org/10.1117/12.2273109

KEYWORDS: Data modeling, Vegetation, Photosynthesis, Ecosystems, Reflectivity, Spectroscopy, Spectrophotometry

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Proceedings Article | 1 September 2017 Paper

Estimating reclamation-induced carbon loss in coastal wetlands using time series GF-1 WVF data: a case study in the Yangtze Estuary

Jinquan Ai, Zhiqiang Gao, Chao Zhang, Wei Gao, Runhe Shi, Debin Song, Fuxiang Xu, Maosi Chen

Proceedings Volume 10405, 104050H (2017) https://doi.org/10.1117/12.2270695

KEYWORDS: Carbon, Remote sensing, Climatology, Carbon sequestration, Ecosystems, Climate change, Carbon dioxide, Vegetation

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Proceedings Article | 1 September 2017 Paper

Effects of distribution density and cell dimension of 3D vegetation model on canopy NDVI simulation base on DART

Zhu Tao, Runhe Shi, Yuyan Zeng, Wei Gao

Proceedings Volume 10405, 1040511 (2017) https://doi.org/10.1117/12.2273308

KEYWORDS: 3D modeling, Computer simulations, Error analysis, Vegetation, Remote sensing, Analytical research, Scene simulation, Visualization

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Proceedings Article | 1 September 2017 Paper

Calculation of mean solar exo-atmospheric irradiances of GF-4

Chunying Guo, Runhe Shi, Yunyun Zhou, Maosi Chen

Proceedings Volume 10405, 104050Z (2017) https://doi.org/10.1117/12.2273119

KEYWORDS: Satellites

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Proceedings Article | 1 September 2017 Paper

Estimating fine particulates less than 2.5 microns in aerodynamic diameter (PM2.5) in Northeastern China: a model approach

Xiaoli Wei, Runhe Shi, Wei Gao, Deying Zhang

Proceedings Volume 10405, 104050U (2017) https://doi.org/10.1117/12.2272937

KEYWORDS: Aerosols, Remote sensing, Atmospheric particles, Atmospheric sensing, MODIS, Clouds, Satellites

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Proceedings Article | 1 September 2017 Paper

Impacts of climate change on peanut yield in China simulated by CMIP5 multi-model ensemble projections

Hanqing Xu, Zhan Tian, Honglin Zhong, Dongli Fan, Runhe Shi, Yilong Niu, Xiaogang He, Maosi Chen

Proceedings Volume 10405, 104050W (2017) https://doi.org/10.1117/12.2272988

KEYWORDS: Climate change, Climatology, Data modeling, Vegetable oil, Calibration, Environmental sensing, Agriculture

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Proceedings Article | 1 September 2017 Paper

Trends of tropospheric NO2 over Yangtze River Delta region and the possible linkage to rapid urbanization

Mingliang Ma, Deying Zhang, Qiyang Liu, Yue Song, Jiayuan Zhou, Runhe Shi, Wei Gao

Proceedings Volume 10405, 104050T (2017) https://doi.org/10.1117/12.2272698

KEYWORDS: NOx, Roads, Satellites

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SPIE Journal Paper | 24 May 2017

Phenology-based Spartina alterniflora mapping in coastal wetland of the Yangtze Estuary using time series of GaoFen satellite no. 1 wide field of view imagery

Jinquan Ai, Wei Gao, Zhiqiang Gao, Runhe Shi, Chao Zhang

JARS, Vol. 11, Issue 02, 026020, (May 2017) https://doi.org/10.1117/12.10.1117/1.JRS.11.026020

KEYWORDS: Satellites, Image classification, Ecosystems, Satellite imaging, Cameras, Vegetation, Reflectivity

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Spartina alterniflora is an aggressive invasive plant species that replaces native species, changes the structure and function of the ecosystem across coastal wetlands in China, and is thus a major conservation concern. Mapping the spread of its invasion is a necessary first step for the implementation of effective ecological management strategies. The performance of a phenology-based approach for S. alterniflora mapping is explored in the coastal wetland of the Yangtze Estuary using a time series of GaoFen satellite no. 1 wide field of view camera (GF-1 WFV) imagery. First, a time series of the normalized difference vegetation index (NDVI) was constructed to evaluate the phenology of S. alterniflora. Two phenological stages (the senescence stage from November to mid-December and the green-up stage from late April to May) were determined as important for S. alterniflora detection in the study area based on NDVI temporal profiles, spectral reflectance curves of S. alterniflora and its coexistent species, and field surveys. Three phenology feature sets representing three major phenology-based detection strategies were then compared to map S. alterniflora: (1) the single-date imagery acquired within the optimal phenological window, (2) the multitemporal imagery, including four images from the two important phenological windows, and (3) the monthly NDVI time series imagery. Support vector machines and maximum likelihood classifiers were applied on each phenology feature set at different training sample sizes. For all phenology feature sets, the overall results were produced consistently with high mapping accuracies under sufficient training samples sizes, although significantly improved classification accuracies (10%) were obtained when the monthly NDVI time series imagery was employed. The optimal single-date imagery had the lowest accuracies of all detection strategies. The multitemporal analysis demonstrated little reduction in the overall accuracy compared with the use of monthly NDVI time series imagery. These results show the importance of considering the phenological stage for image selection for mapping S. alterniflora using GF-1 WFV imagery. Furthermore, in light of the better tradeoff between the number of images and classification accuracy when using multitemporal GF-1 WFV imagery, we suggest using multitemporal imagery acquired at appropriate phenological windows for S. alterniflora mapping at regional scales.

Proceedings Article | 19 September 2016 Paper

Estimation of chlorophyll content of Phragmites australis based on PROSPECT and DART models in the saltmarsh of Yangtze Estuary

Yuyan Zeng, Runhe Shi, Pudong Liu, Chao Zhang, Jiapeng Wang, Chaoshun Liu, Maosi Chen

Proceedings Volume 9975, 99750X (2016) https://doi.org/10.1117/12.2239922

KEYWORDS: Radiative transfer, Vegetation, Reflectivity, 3D modeling, Data modeling, Remote sensing, Curium, Ecosystems, Absorption

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Proceedings Article | 19 September 2016 Paper

Evaluation of the consistency of OMI-TOMS total ozone with collocated ground-based measurements

Mingliang Ma, Runhe Shi, Kaixu Bai, Chaoshun Liu, Wei Gao, Zhibin Sun

Proceedings Volume 9975, 99750W (2016) https://doi.org/10.1117/12.2238604

KEYWORDS: Ozone, Satellites, Ultraviolet radiation, Algorithm development, Environmental sensing, Remote sensing, Spectroscopy, Spectrophotometry, Neodymium, Backscatter

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Proceedings Article | 19 September 2016 Paper

An integrated image processing platform designed for Chinese GF-1 wide field view data

Zhishan Li, Runhe Shi, Chaoshun Liu, Maosi Chen

Proceedings Volume 9975, 99750S (2016) https://doi.org/10.1117/12.2237116

KEYWORDS: Remote sensing, Databases, Environmental monitoring, Image processing, Data modeling, Atmospheric corrections, Satellites, Solids, Reflectivity, Image fusion

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Proceedings Article | 19 September 2016 Paper

Nonlinear vegetation phenology shifts over northern China during 1982-2006

Youzhi An, Wenbo Liu, Wei Gao, Zhiqiang Gao, Chaoshun Liu, Runhe Shi

Proceedings Volume 9975, 99750N (2016) https://doi.org/10.1117/12.2235858

KEYWORDS: Vegetation, Temperature metrology, Climate change, Carbon, Climatology, Vegetation, Climate change, Nonlinear response, Data modeling, Remote sensing, Spatial resolution, Temporal resolution

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Proceedings Article | 19 September 2016 Paper

Identification of Phragmites australis and Spartina alterniflora in the Yangtze Estuary between Bayes and BP neural network using hyper-spectral data

Pudong Liu, Jiayuan Zhou, Runhe Shi, Chao Zhang, Chaoshun Liu, Zhibin Sun, Wei Gao

Proceedings Volume 9975, 99750H (2016) https://doi.org/10.1117/12.2236772

KEYWORDS: Reflectivity, Neural networks, Probability theory, Ecosystems, Remote sensing, Water, Ecology, Coastal modeling, Spectral resolution, Bayesian inference

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SPIE Journal Paper | 25 April 2016 Open Access

Errata: Integrating pan-sharpening and classifier ensemble techniques to map an invasive plant (Spartina alterniflora) in an estuarine wetland using Landsat 8 imagery

Jinquan Ai, Wei Gao, Zhiqiang Gao, Runhe Shi, Chao Zhang, Chaoshun Liu

JARS, Vol. 10, Issue 02, 029901, (April 2016) https://doi.org/10.1117/12.10.1117/1.JRS.10.029901

KEYWORDS: Earth observing sensors, Landsat, Chaos, Information science, Ecology

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SPIE Journal Paper | 7 April 2016

Integrating pan-sharpening and classifier ensemble techniques to map an invasive plant (Spartina alterniflora) in an estuarine wetland using Landsat 8 imagery

Zhiqiang Gao, Jinquan Ai, Wei Gao, Runhe Shi, Chao Zhang, Chaoshun Liu

JARS, Vol. 10, Issue 02, 026001, (April 2016) https://doi.org/10.1117/12.10.1117/1.JRS.10.026001

KEYWORDS: Earth observing sensors, Image fusion, Vegetation, Landsat, Image classification, Data fusion, Image quality, Principal component analysis, Associative arrays, Image analysis

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Proceedings Article | 4 September 2015 Paper

Scaling effect on the estimation of chlorophyll content using narrow band NDVIs based on radiative transfer model

Hong Wang, Runhe Shi, Pudong Liu, Zhou Cong

Proceedings Volume 9610, 961010 (2015) https://doi.org/10.1117/12.2186548

KEYWORDS: Reflectivity, Vegetation, Data modeling, Affine motion model, Curium, Radiative transfer, Remote sensing, Information science, Near infrared

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Proceedings Article | 4 September 2015 Paper

Validation of the OMI-TOMS and OMI-DOAS total ozone column data using ground-based observations over China

Mingliang Ma, Runhe Shi, Wei Gao

Proceedings Volume 9610, 961014 (2015) https://doi.org/10.1117/12.2186782

KEYWORDS: Ozone, Satellites, Spectrophotometry, Earth observing sensors, Ultraviolet radiation, Algorithm development, Clouds, Atmospheric modeling, Information science, Remote sensing

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Proceedings Article | 4 September 2015 Paper

Influence of canopy biochemical and biophysical variables on reflectance spectra based on canopy radiative transfer model with adding noise

Pudong Liu, Runhe Shi, Hong Wang, Chaoshun Liu, Zhibin Sun, Wei Gao

Proceedings Volume 9610, 96100F (2015) https://doi.org/10.1117/12.2186727

KEYWORDS: Reflectivity, Data modeling, Soil science, Vegetation, Remote sensing, Radiative transfer, Device simulation, Transmittance, Curium

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Proceedings Article | 4 September 2015 Paper

A tool for NDVI time series extraction from wide-swath remotely sensed images

Zhishan Li, Runhe Shi, Cong Zhou

Proceedings Volume 9610, 96100T (2015) https://doi.org/10.1117/12.2186158

KEYWORDS: Databases, Remote sensing, MODIS, Vegetation, Geographic information systems, Java, Image processing, Satellites, Visualization, Ecosystems

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Proceedings Article | 4 September 2015 Paper

Data fusion of CO2 retrieved from GOSAT and AIRS using regression analysis and fixed rank kriging

Cong Zhou, Runhe Shi, Wei Gao

Proceedings Volume 9610, 96101A (2015) https://doi.org/10.1117/12.2187493

KEYWORDS: Carbon dioxide, Climatology, Carbon monoxide, Data fusion, Analytical research, Satellites, Carbon, Spatial resolution, Remote sensing, Data centers

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Proceedings Article | 4 September 2015 Paper

The estimation of Aerosol Optical Depth in eastern China based on regression analysis

Jing Wang, Runhe Shi, Chaoshun Liu, Cong Zhou

Proceedings Volume 9610, 96101B (2015) https://doi.org/10.1117/12.2187634

KEYWORDS: Atmospheric modeling, MODIS, Aerosols, Atmospheric optics, Atmospheric particles, Meteorology, Data modeling, Information science, Remote sensing, Satellites

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Proceedings Article | 4 September 2015 Paper

In situ hyperspectral data analysis for canopy chlorophyll content estimation of an invasive species spartina alterniflora based on PROSAIL canopy radiative transfer model

Jinquan Ai, Wei Gao, Runhe Shi, Chao Zhang, Zhibin Sun, Wenhui Chen, Chaoshun Liu, Yuyan Zeng

Proceedings Volume 9610, 961007 (2015) https://doi.org/10.1117/12.2186973

KEYWORDS: Reflectivity, Data modeling, Vegetation, Radiative transfer, Absorption, Data conversion, Performance modeling, Data analysis, Remote sensing, Ecosystems

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Proceedings Article | 4 September 2015 Paper

Simulation and analysis of NDVI performance based on vegetation canopy radiative transfer model

Yuyan Zeng, Runhe Shi, Pudong Liu, Jinquan Ai, Cong Zhou

Proceedings Volume 9610, 961017 (2015) https://doi.org/10.1117/12.2187221

KEYWORDS: Reflectivity, Vegetation, Radiative transfer, Data modeling, Performance modeling, Computer simulations, Remote sensing, Absorption, Optical properties, Information science

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Proceedings Article | 4 September 2015 Paper

Retrieval of aerosol optical depth over Beijing using Landsat8/OLI data

Lu Zhang, Runhe Shi, Chaoshun Liu, Cong Zhou

Proceedings Volume 9610, 961011 (2015) https://doi.org/10.1117/12.2186761

KEYWORDS: Reflectivity, Aerosols, Earth observing sensors, Short wave infrared radiation, Atmospheric modeling, Satellites, Atmospheric particles, Landsat, Pollution, Remote sensing

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SPIE Journal Paper | 19 May 2015

Tuning of background error statistics through sensitivity experiments and its impact on typhoon forecast

Yan-An Liu, Hung-Lung Allen Huang, Wei Gao, Agnes Lim, Chaoshun Liu, Runhe Shi

JARS, Vol. 9, Issue 01, 096051, (May 2015) https://doi.org/10.1117/12.10.1117/1.JRS.9.096051

KEYWORDS: Error analysis, Statistical analysis, Humidity, Data modeling, Atmospheric modeling, Systems modeling, Matrices, Statistical modeling, Control systems, Analytical research

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SPIE Journal Paper | 18 December 2014 Open Access

Light detection and ranging and hyperspectral data for estimation of forest biomass: a review

Qixia Man, Pinliang Dong, Huadong Guo, Guang Liu, Runhe Shi

JARS, Vol. 8, Issue 01, 081598, (December 2014) https://doi.org/10.1117/12.10.1117/1.JRS.8.081598

KEYWORDS: LIDAR, Biological research, Data fusion, Image fusion, Data analysis, Remote sensing, Data modeling, Sensors, Hyperspectral imaging, Vegetation

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Proceedings Article | 8 October 2014 Paper

Retrieval of phycocyanin concentration in the eutrophic Taihu Lake

Jing Wang, Runhe Shi, Wei Gao

Proceedings Volume 9221, 92210Z (2014) https://doi.org/10.1117/12.2061208

KEYWORDS: Data modeling, Reflectivity, Remote sensing, Absorption, Solid modeling, Performance modeling, Vegetation, Solids, Mathematical modeling, Signal to noise ratio

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Proceedings Article | 8 October 2014 Paper

Spatio-temporal distribution of NDVI and its correlation with climatic factors in Eastern China during 1998-2008

Cong Zhou, Runhe Shi, Chao Zhang, Chaoshun Liu, Wei Gao

Proceedings Volume 9221, 92210G (2014) https://doi.org/10.1117/12.2060768

KEYWORDS: Climatology, Wavelets, Humidity, Vegetation, Meteorology, Wavelet transforms, Environmental sensing, Data centers, Ecosystems, Climate change

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Proceedings Article | 8 October 2014 Paper

The data fusion of aerosol optical thickness using universal kriging and stepwise regression in East China

Long Li, Runhe Shi, Lu Zhang, Jie Zhang, Wei Gao

Proceedings Volume 9221, 922112 (2014) https://doi.org/10.1117/12.2061764

KEYWORDS: MODIS, Aerosols, Meteorology, Satellites, Data fusion, Atmospheric optics, Remote sensing, Solar radiation models, Atmospheric particles, Atmospheric modeling

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Proceedings Article | 8 October 2014 Paper

The impacts of bandwidths on the estimation of leaf chlorophyll concentration using normalized difference vegetation indices

Mingliang Ma, Runhe Shi, Pudong Liu, Hong Wang, Wei Gao

Proceedings Volume 9221, 922111 (2014) https://doi.org/10.1117/12.2061290

KEYWORDS: Reflectivity, Vegetation, Data modeling, Remote sensing, Spectroscopy, Ecosystems, Spectral resolution, Data acquisition, Information science, Radiative transfer

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Proceedings Article | 8 October 2014 Paper

Analysis of optimal narrow band RVI for estimating foliar photosynthetic pigments based on PROSPECT model

Hong Wang, Runhe Shi, Pudong Liu, Mingliang Ma, Wei Gao

Proceedings Volume 9221, 922110 (2014) https://doi.org/10.1117/12.2061281

KEYWORDS: Reflectivity, Vegetation, Data modeling, Remote sensing, Near infrared, Photosynthesis, Curium, Absorption, Ecosystems

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Proceedings Article | 8 October 2014 Paper

Estimating leaf photosynthetic pigments information by stepwise multiple linear regression analysis and a leaf optical model

Pudong Liu, Runhe Shi, Hong Wang, Kaixu Bai, Wei Gao

Proceedings Volume 9221, 92211A (2014) https://doi.org/10.1117/12.2060530

KEYWORDS: Reflectivity, Data modeling, Remote sensing, Statistical analysis, Mathematical modeling, Biological research, Statistical modeling, Vegetation, Autoregressive models, Mathematics

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Proceedings Article | 8 October 2014 Paper

Retrieval of aerosol optical depth over the Yangtze River Delta with HJ-1 data

Lu Zhang, Runhe Shi, Yongming Xu, Long Li, Wei Gao

Proceedings Volume 9221, 92210Y (2014) https://doi.org/10.1117/12.2061169

KEYWORDS: MODIS, Reflectivity, Aerosols, Satellites, Charge-coupled devices, Clouds, Atmospheric optics, Spatial resolution, Remote sensing, Atmospheric particles

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Proceedings Article | 2 October 2014 Paper

Spatial discretization of distributed hydrological response units for SWAT

Jicai Ning, Zhiqiang Gao, Wenjiang Zhang, Runhe Shi, Wei Gao

Proceedings Volume 9221, 922105 (2014) https://doi.org/10.1117/12.2058303

KEYWORDS: Calibration, Process modeling, Agriculture, Soil science, Mathematical modeling, Soil contamination, Databases, Spatial analysis, Surface properties, Climatology

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