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	题名	作者	年代	出处	被引量
1	The first all-season sample set for mapping global land cover with Landsat-8 data显示文摘We report the world's first all-season training and validation sample sets for global land cover classification with Landsat-8 data.Prior to this,such samples were only available at a single date primarily from the growing season.It is unknown how much limitation such a single-date sample has to mapping global land cover in other seasons of the year.To answer this question,we selected available Landsat-8 images from four seasons and collected training and validation samples from them.We compared the performances of training samples in different seasons using Random Forest algorithm.We found that the use of training samples from any individual season would result in the best overall classification accuracy when validated by samples in the same season.The global overall accuracy from combined best seasonal results was 67.2% when classifying the 11 Level-1 classes in the Finer Resolution Observation and Monitoring of Global Land Cover(FROM-GLC) classification system.The use of training samples from all seasons(named all-season training sample set hereafter) produced an overall accuracy of 67.0%.We also tested classification within 10° latitude 60° longitude zones using all-season training subsample within each zone and obtained an overall accuracy of 70.2%.This indicates that properly grouped subsamples in space can help improve classification accuracies.All the results in this study seem to suggest that it is possible to use an all-season training sample set to reach global optimality with universal applicability in classifying images acquired at any time of a year for global land cover mapping.	Congcong Li Peng Gong Jie Wang Zhiliang Zhu Gregory S. Biging Cui Yuan Tengyun Hu Haiying Zhang Qi Wang Xuecao Li Xiaoxuan Liu Yidi Xu Jing Guo Caixia Liu Kwame O. Hackman Meinan Zhang Yuqi Cheng Le Yu Jun Yang Huabing Huang Nicholas Clinton	2017	Science Bulletin2017，62，7：	21
2	Asymmetric dimethylarginine (ADMA) induces chronic kidney disease through a mechanism invol- ving collagen and TGF - betal synthesis显示文摘	Mihout F Shweke N Bige N	2011	J Pathol2011，223，1：	1
3	A comparison of distance-dependent competition measures for height and basal area growth of individual conifer trees显示文摘	BIGING G S DOBBERTIN M	1992	For Sci1992，38，3：	1
4	Industrial products of biotechnology:application of gene technology显示文摘	Bigelis R	1989	Biotechnology1989，7，：	1
5	Evaluation of competition indices in individual tree growth models显示文摘	BIGING G S DOBBERTIN M	1995	For Sci1995，41，2：	1
6	Extraction of red edge optical parameters from Hyperion data for estimation of forest leaf area index显示文摘	Pu R Gong P Biging G S	2003	IEEE Transactions on Geoseience andRemote Sensing2003，41，：	1
7	Thrombospondin-1 plays a profibrotic and pro-inflammatory role during ureteric obstruction 显示文摘	Bige N Shweke N Benhassine S	2012	Kidney Int2012，81，12：	1
8	Modeling conifer tree crown radius and estimating canopy cover显示文摘	GILL S J BIGING G S MURPHY A C	2000	For Ecol Manage2000，126，3：	1
9	Amniotic fluid angiogenin levels are decreased in pregnancies with fetal trisomy 21 显示文摘	Demir A Guclu S Bige O	2011	Prenat Diagn2011，31，11：	1
10	Extraction of red edge optical parameters from Hyperion data for estimation of forest leaf area index显示文摘	Pu R L Gong P Biging G S	2003	IEEE Transactions on Geoscience and Remote Sensing2003，41，4：	1
11	Analysis of microstructural alterations of normal and pathological breast tissue in vivo with the AR cepstrum 显示文摘	YAN Bige ZUO Hanfeng WANG Rong	2006	Ultrasonics2006，44，2：	1
12	Estima tion of forest leaf area index using vegetation indices derives from hyperion hyperspeetral data 显示文摘	PENG GONG RUILIANG PU BIGING G S	2003	IEEE Transactions on Geoscience and Remote Sensing2003，41，6：	1
13	Extraction of red edge optical parameters from hyperion data for estimation of forest leaf area index 显示文摘	Pu R L Gong P Biging G S	2003	IEEE Transactions on Geoscience and Remote Sensing2003，41，4：	1
14	Production of fungal antibiotics using polymeric solid supports in solid-state and liquid fermentation 显示文摘	Bigelis R He H Yang H Y	2006	Journal of Industrial Microbiology and Biotechnology2006，33，10：	1
15	Extraction of red edge optical parameters from Hyperion data for estimation of forest leaf area index显示文摘	Pu R Gong P Biging G S	2003	IEEE Transactions on Geoscience and Remote Sensing2003，41，4：	1
16	A qualitative comparison of fire spread models in corporating wind and slope effects显示文摘	David R Weise Gregory S Biging	1997	Forest Science1997，43，2：	1
17	Estimation offorest leaf area index using vegetation indices derivedfrom hyperspectral data显示文摘	Peng G Ruiliang Pu Biging G S	2003	IEEE Transaction onGeoscience and Remote Sensing2003，41，：	1
18	Evaluation of competition indices in individual tree growth models显示文摘	Biging G S Dobbertin M	1995	Forest Science1995，41，：	1
19	Intra-industry Trade in Tex- tile and Clothing Industry: The Case of Turkey显示文摘	Kucukefe Bige	2010	2010，，：	1
20	Comparison of distance indepen- dent competition measures for height and basal area growth of in individual conifer trees显示文摘	Biging G S Dobbertin M	1992	Forest Science1992，38，：	1

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