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| 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 | The role of forensic anthropology in disaster victim identification(DVI):recent developments and future prospects显示文摘Forensic anthropological knowledge has been used in disaster victim identification(DVI)for over a century,but over the past decades,there have been a number of disaster events which have seen an increasing role for the forensic anthropologist.The experiences gained from some of the latest DVI operations have provided valuable lessons that have had an effect on the role and perceived value of the forensic anthropologist as part of the team managing the DVI process.This paper provides an overview of the ways in which forensic anthropologists may contribute to DVI with emphasis on how recent experiences and developments in forensic anthropology have augmented these contributions.Consequently,this paper reviews the value of forensic anthropological expertise at the disaster scene and in the mortuary,and discusses the way in which forensic anthropologists may use imaging in DVI efforts.Tissue-sampling strategies for DNA analysis,especially in the case of disasters with a large amount of fragmented remains,are also discussed.Additionally,consideration is given to the identification of survivors;the statistical basis of identification;the challenges related to some specific disaster scenarios;and education and training.Although forensic anthropologists can play a valuable role in different phases of a DVI operation,they never practice in isolation.The DVI process requires a multidisciplinary approach and,therefore,has a close collaboration with a range of forensic specialists. | Hans H.de Boer Soren Blau Tania Delabarde Lucina Hackman | 2019 | Forensic Sciences Research2019，4，4： | 3 |
| 3 | Levels of soluble cell adhesion molecules in patients with dyslipidemia显示文摘 | Hackman A Abe Y Insull W | 1996 | Circulation1996，93，： | 1 |
| 4 | Total quality management:Empirical,conceptual,and practical issues显示文摘 | Hackman J R and Wageman R | 1995 | Administrative Science Quarterly1995，40，2： | 1 |
| 5 | Employee reactions to job characteristics显示文摘 | Hackman J R Lawler E E | 1971 | Journal of Applied Psychology Mono- graph1971，55，3： | 1 |
| 6 | Delimitation of the critical stage of hormone-influenced sex differentiation in Hemihaplochromis multicolor (Hilgendorf) (Cichlidae) 显示文摘 | Hackman E Reinboth R | 1974 | General and Comparative Endocrinology1974，22，： | 1 |
| 7 | From Causes to Conditions in Group Research 显示文摘 | Hackman J R | 2012 | Journal of Organizational Behavior2012，33，3： | 1 |
| 8 | Allocating items to automated storage and retrieval systems显示文摘 | Hackman S T Rosenblatt M J | 1990 | IIE Transactions1990，22，1： | 1 |
| 9 | Pregnancy outcome after cyclosporine therapy during pregnancy: a meta-analysis 显示文摘 | Bar Oz B Hackman R Einarson T | 2001 | Transplantation2001，71，8： | 1 |
| 10 | Levels of soluble cell adhesion molecules in patients with dyslipdemia显示文摘 | Hackman A Abe Y Insull W Jr | 1996 | Circulation1996，93，7： | 1 |
| 11 | Group tasks, group interaction process, and group pertormance effectiveness: A review and proposed integration 显示文摘 | Hackman J R Morris C G | 1975 | Advances in Experimental Social Psychology1975，8，： | 1 |
| 12 | Employee Reactions to Job Char- acteristics显示文摘 | Hackman J R Lawler E E | 1971 | Journal of Applied Psychology1971，，55： | 1 |
| 13 | Habitual Routines in Task-Performing Groups显示文摘 | Gersick C Hackman J | | 0，，47： | 1 |
| 14 | Levels of soluble cell adhesion molecules in patients with dyslipidemia显示文摘 | Hackman A Abe Y Insull WJr | 1996 | Circulation1996，93，： | 1 |
| 15 | Motivation through the design of work:test of a theory显示文摘 | Hackman J R Oldham G R | 1976 | Organizational Behavior and Human Performance1976，，： | 1 |
| 16 | Development the Diagnostic Survey 显示文摘 | Hackman J R Oldman G R | 1975 | Journal of Applied Psychology1975，，60： | 1 |
| 17 | Transforming growth factor-alpha deficiency reduced pulmonary fibrosis in transgenic mice显示文摘 | Madtes D K Elston A L Hackman R C | | 0，，05： | 1 |
| 18 | The safety of methimazole and propyhhiouraeil in pregnancy: a systematic review显示文摘 | Hackman R Blichowski M Koren G | 2012 | J Ob- stet Gynaecol Can2012，34，11： | 1 |
| 19 | Determination of cibenzoline in plasma and urine by high-performance liquid chromatography 显示文摘 | Hackman M R Lee T L Brooks M A | 1983 | J Chromatogr1983，273，2： | 1 |
| 20 | Aerosols contai-ning Legionella pneumophila generated by shower heads and hot-water faucets显示文摘 | Bollin GE Plouffe JF Para MF Hackman B | 1985 | Applied and Environmental Microbiology1985，50，5： | 1 |
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