{"title":"CHAPTER FIVE. Encounters of a Lunar Kind","authors":"","doi":"10.12987/9780300168709-006","DOIUrl":"https://doi.org/10.12987/9780300168709-006","url":null,"abstract":"","PeriodicalId":55170,"journal":{"name":"Earth Moon and Planets","volume":"46 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2017-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87566698","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"CHAPTER FOUR. Pale Sun of the Night","authors":"","doi":"10.12987/9780300168709-005","DOIUrl":"https://doi.org/10.12987/9780300168709-005","url":null,"abstract":"","PeriodicalId":55170,"journal":{"name":"Earth Moon and Planets","volume":" 11","pages":""},"PeriodicalIF":0.9,"publicationDate":"2017-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72380772","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"CHAPTER TWELVE. Visions of the Moon","authors":"","doi":"10.12987/9780300168709-013","DOIUrl":"https://doi.org/10.12987/9780300168709-013","url":null,"abstract":"","PeriodicalId":55170,"journal":{"name":"Earth Moon and Planets","volume":"1 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2017-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85130559","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"CHAPTER THIRTEEN. Before and After Apollo","authors":"","doi":"10.12987/9780300168709-014","DOIUrl":"https://doi.org/10.12987/9780300168709-014","url":null,"abstract":"","PeriodicalId":55170,"journal":{"name":"Earth Moon and Planets","volume":"91 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2017-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79528699","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"CHAPTER EIGHT. A Riddled Surface","authors":"","doi":"10.12987/9780300168709-009","DOIUrl":"https://doi.org/10.12987/9780300168709-009","url":null,"abstract":"","PeriodicalId":55170,"journal":{"name":"Earth Moon and Planets","volume":"28 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2017-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72938969","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Patterns Formation in a Self-Gravitating Isentropic Gas","authors":"M. Humi","doi":"10.1007/s11038-017-9512-y","DOIUrl":"https://doi.org/10.1007/s11038-017-9512-y","url":null,"abstract":"","PeriodicalId":55170,"journal":{"name":"Earth Moon and Planets","volume":"121 1","pages":"1 - 12"},"PeriodicalIF":0.9,"publicationDate":"2017-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s11038-017-9512-y","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"52479729","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Hamiltonian Formulation and Perturbations for Dust Motion Around Cometary Nuclei","authors":"Yu Jiang, J. Schmidt, H. Baoyin, H. Li, Jun Yu Li","doi":"10.1007/s11038-017-9509-6","DOIUrl":"https://doi.org/10.1007/s11038-017-9509-6","url":null,"abstract":"","PeriodicalId":55170,"journal":{"name":"Earth Moon and Planets","volume":"120 1","pages":"147 - 168"},"PeriodicalIF":0.9,"publicationDate":"2017-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s11038-017-9509-6","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41856007","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Earth Moon and PlanetsPub Date : 2017-01-01Epub Date: 2016-11-19DOI: 10.1007/s11038-016-9499-9
P D Tar, R Bugiolacchi, N A Thacker, J D Gilmour
{"title":"Estimating False Positive Contamination in Crater Annotations from Citizen Science Data.","authors":"P D Tar, R Bugiolacchi, N A Thacker, J D Gilmour","doi":"10.1007/s11038-016-9499-9","DOIUrl":"https://doi.org/10.1007/s11038-016-9499-9","url":null,"abstract":"<p><p>Web-based citizen science often involves the classification of image features by large numbers of minimally trained volunteers, such as the identification of lunar impact craters under the Moon Zoo project. Whilst such approaches facilitate the analysis of large image data sets, the inexperience of users and ambiguity in image content can lead to contamination from false positive identifications. We give an approach, using Linear Poisson Models and image template matching, that can quantify levels of false positive contamination in citizen science Moon Zoo crater annotations. Linear Poisson Models are a form of machine learning which supports predictive error modelling and goodness-of-fits, unlike most alternative machine learning methods. The proposed supervised learning system can reduce the variability in crater counts whilst providing predictive error assessments of estimated quantities of remaining true verses false annotations. In an area of research influenced by human subjectivity, the proposed method provides a level of objectivity through the utilisation of image evidence, guided by candidate crater identifications.</p>","PeriodicalId":55170,"journal":{"name":"Earth Moon and Planets","volume":"119 2","pages":"47-63"},"PeriodicalIF":0.9,"publicationDate":"2017-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s11038-016-9499-9","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"37816118","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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