{"id":{"repo_id":"umkc","oai_identifier":"oai:mospace.umsystem.edu:10355/75790"},"canonical_url":"https://search.dev.ndltd.org/etd/umkc/oai:mospace.umsystem.edu:10355/75790","repository":{"repo_id":"umkc","name":"University of Missouri - Kansas City","base_url":"https://mospace.umsystem.edu/oai/request"},"display":{"title":"Mineral ecology and network analysis of chromium, platinum, gold and palladium","abstract":"Data collected on the location of mineral species and related minerals from the field have many great uses from mineral exploration to mineral analysis. Such data is useful for further exploration and discovery of other minerals as well as exploring relationships that were not as obvious even to a trained mineralogist. Two fields of mineral analysis are examined in the paper, namely mineral ecology and mineral network analysis through mineral co-existence. Mineral ecology explores spatial distribution and diversity of the earth’s minerals. Mineral network analysis uses mathematical functions to visualize and graph mineral relationships. Several functions such as the finite Zipf-Mandelbrot (fZM), chord diagrams and mineral network diagrams, processed data and provided information on the estimation of minerals at different localities and interrelationships between chromium, platinum, gold and palladium-bearing minerals. The results obtained are important in highlighting several connections that could prove useful in mineral exploration. The main objective of the study is to provide any insight into the relationship among chromium, platinum, palladium and gold that could prove useful in mapping out potential locations of either mineral in the future. With more open data repositories available, more research could be done to further highlight the importance of mineral ecology and network analysis in mineral exploration. Such a research is important in paving the way for data driven discovery on the field of geology by making use of the vast amount of data currently available. Mineral ecology and network analysis currently face a hindrance, because of more crucial data being held for proprietary reasons that tend to profit from its exclusivity.","abstract_html":"Data collected on the location of mineral species and related minerals from the field have many great uses from mineral exploration to mineral analysis. Such data is useful for further exploration and discovery of other minerals as well as exploring relationships that were not as obvious even to a trained mineralogist. Two fields of mineral analysis are examined in the paper, namely mineral ecology and mineral network analysis through mineral co-existence. Mineral ecology explores spatial distribution and diversity of the earth’s minerals. Mineral network analysis uses mathematical functions to visualize and graph mineral relationships. Several functions such as the finite Zipf-Mandelbrot (fZM), chord diagrams and mineral network diagrams, processed data and provided information on the estimation of minerals at different localities and interrelationships between chromium, platinum, gold and palladium-bearing minerals. The results obtained are important in highlighting several connections that could prove useful in mineral exploration. The main objective of the study is to provide any insight into the relationship among chromium, platinum, palladium and gold that could prove useful in mapping out potential locations of either mineral in the future. With more open data repositories available, more research could be done to further highlight the importance of mineral ecology and network analysis in mineral exploration. Such a research is important in paving the way for data driven discovery on the field of geology by making use of the vast amount of data currently available. Mineral ecology and network analysis currently face a hindrance, because of more crucial data being held for proprietary reasons that tend to profit from its exclusivity.","abstract_has_math":false,"creators":["Mwaipopo, Charles Andengenie"],"institution":"University of Missouri--Kansas City","degree_name":"M.S. (Master of Science)","degree_level":"Masters","degree_discipline":"Environmental and Urban Geosciences (UMKC)","degree_department":null,"school":null,"contributors":[],"advisors":["Graettinger, Alison H."],"committee_chairs":[],"committee_members":[],"year":2020,"date_issued":"2020","date_published":"2020","updated_at":"2026-07-24T05:16:44Z","subjects":[],"languages":[],"rights":[],"rights_urls":[],"identifier_entries":[]},"links":{"outbound_url":"https://hdl.handle.net/10355/75790","outbound_label":"Handle","outbound_source":"dc:identifier.uri"},"metadata_groups":[{"id":"people","label":"People","entries":[{"key":"dc:contributor.advisor","label":"Advisor","values":["Graettinger, Alison H."]},{"key":"dc:creator","label":"Author","values":["Mwaipopo, Charles Andengenie"]}]},{"id":"academic_context","label":"Academic Context","entries":[{"key":"dc:date.accessioned","label":"Dc Date Accessioned","values":["2020-08-13T16:03:40Z"]},{"key":"dc:date.available","label":"Dc Date Available","values":["2020-08-13T16:03:40Z"]},{"key":"dc:date.issued","label":"Date","values":["2020"]},{"key":"thesis:degree_discipline","label":"Discipline","values":["Environmental and Urban Geosciences (UMKC)"]},{"key":"thesis:degree_level","label":"Degree Level","values":["Masters"]},{"key":"thesis:degree_name","label":"Degree Name","values":["M.S. (Master of Science)"]},{"key":"thesis:institution_name","label":"Thesis Institution Name","values":["University of Missouri--Kansas City"]}]},{"id":"identifiers","label":"Identifiers","entries":[{"key":"dc:identifier.uri","label":"Identifier URI","values":["https://hdl.handle.net/10355/75790"]}]},{"id":"additional","label":"Additional Metadata","entries":[{"key":"dc:description","label":"Description","values":["Title from PDF of title page viewed August 24, 2020","Thesis advisor: Alison Graettinger","Vita","Includes bibliographical references (pages 59-64)","Thesis (M.S.)--Department of Geosciences. University of Missouri--Kansas City, 2020"]},{"key":"dc:description.abstract","label":"Abstract","values":["Data collected on the location of mineral species and related minerals from the field have many great uses from mineral exploration to mineral analysis. Such data is useful for further exploration and discovery of other minerals as well as exploring relationships that were not as obvious even to a trained mineralogist. Two fields of mineral analysis are examined in the paper, namely mineral ecology and mineral network analysis through mineral co-existence. Mineral ecology explores spatial distribution and diversity of the earth’s minerals. Mineral network analysis uses mathematical functions to visualize and graph mineral relationships. Several functions such as the finite Zipf-Mandelbrot (fZM), chord diagrams and mineral network diagrams, processed data and provided information on the estimation of minerals at different localities and interrelationships between chromium, platinum, gold and palladium-bearing minerals. The results obtained are important in highlighting several connections that could prove useful in mineral exploration. The main objective of the study is to provide any insight into the relationship among chromium, platinum, palladium and gold that could prove useful in mapping out potential locations of either mineral in the future. With more open data repositories available, more research could be done to further highlight the importance of mineral ecology and network analysis in mineral exploration. Such a research is important in paving the way for data driven discovery on the field of geology by making use of the vast amount of data currently available. Mineral ecology and network analysis currently face a hindrance, because of more crucial data being held for proprietary reasons that tend to profit from its exclusivity."]},{"key":"dc:title","label":"Title","values":["Mineral ecology and network analysis of chromium, platinum, gold and palladium"]}]}],"canonical_facts":{"dc:contributor.advisor":["Graettinger, Alison H."],"dc:creator":["Mwaipopo, Charles Andengenie"],"dc:date.accessioned":["2020-08-13T16:03:40Z"],"dc:date.available":["2020-08-13T16:03:40Z"],"dc:date.issued":["2020"],"dc:description":["Title from PDF of title page viewed August 24, 2020","Thesis advisor: Alison Graettinger","Vita","Includes bibliographical references (pages 59-64)","Thesis (M.S.)--Department of Geosciences. University of Missouri--Kansas City, 2020"],"dc:description.abstract":["Data collected on the location of mineral species and related minerals from the field have many great uses from mineral exploration to mineral analysis. Such data is useful for further exploration and discovery of other minerals as well as exploring relationships that were not as obvious even to a trained mineralogist. Two fields of mineral analysis are examined in the paper, namely mineral ecology and mineral network analysis through mineral co-existence. Mineral ecology explores spatial distribution and diversity of the earth’s minerals. Mineral network analysis uses mathematical functions to visualize and graph mineral relationships. Several functions such as the finite Zipf-Mandelbrot (fZM), chord diagrams and mineral network diagrams, processed data and provided information on the estimation of minerals at different localities and interrelationships between chromium, platinum, gold and palladium-bearing minerals. The results obtained are important in highlighting several connections that could prove useful in mineral exploration. The main objective of the study is to provide any insight into the relationship among chromium, platinum, palladium and gold that could prove useful in mapping out potential locations of either mineral in the future. With more open data repositories available, more research could be done to further highlight the importance of mineral ecology and network analysis in mineral exploration. Such a research is important in paving the way for data driven discovery on the field of geology by making use of the vast amount of data currently available. Mineral ecology and network analysis currently face a hindrance, because of more crucial data being held for proprietary reasons that tend to profit from its exclusivity."],"dc:identifier.uri":["https://hdl.handle.net/10355/75790"],"dc:title":["Mineral ecology and network analysis of chromium, platinum, gold and palladium"],"thesis:degree_discipline":["Environmental and Urban Geosciences (UMKC)"],"thesis:degree_level":["Masters"],"thesis:degree_name":["M.S. (Master of Science)"],"thesis:institution_name":["University of Missouri--Kansas City"]},"updated_at":"2026-07-24T05:16:44Z"}