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Retrieval of Melt Ponds on Arctic Multiyear Sea Ice in Summer from TerraSAR-X Dual-Polarization Data Using Machine Learning Approaches: A Case Study in the Chukchi Sea with Mid-Incidence Angle Data

by Hyangsun Han, Jungho Im, Miae Kim, Seongmun Sim, Jinwoo Kim, Duk-jin Kim, Sung-Ho Kang
Published in Remote Sensing (2016)
Subjects: “...machine learning...”

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2

Machine Learning-Based Image Processing for Ice Concentration during Chukchi and Beaufort Sea Trials

by Huichan Kim, Sunho Park, Seong-Yeob Jeong
Published in Journal of Marine Science and Engineering (2023)
Subjects: “...machine learning...”

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3

The development of ships׳ routeing measures in the Bering Strait: Lessons learned from the North Atlantic right whale to protect local whale populations

by Allen, Ainsley S.
“... learned in the successful reduction of vessel strike to the North Atlantic right whale (Eubalaena...”

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4

Retrieval of Melt Ponds on Arctic Multiyear Sea Ice in Summer from TerraSAR-X Dual-Polarization Data Using Machine Learning Approaches: A Case Study in the Chukchi Sea with Mid-Incidence Angle Data

by Han, Hyangsun, Im, Jungho, Kim, Miae, Sim, Seongmun, Kim, Jinwoo, Kim, Duk-jin, Kang, Sung-Ho
Published 2019
Subjects: “...Earth sciences...”

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5

Retrieval of Melt Ponds on Arctic Multiyear Sea Ice in Summer from TerraSAR-X Dual-Polarization Data Using Machine Learning Approaches: A Case Study in the Chukchi Sea with Mid-Incidence Angle Data

by Han, Hyangsun, Im, Jungho, Kim, Miae, Sim, Seongmun, Kim, Jinwoo, Kim, Duk-Jin, Kang, Sung-Ho
Published 2016

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6

Retrieval of Melt Ponds on Arctic Multiyear Sea Ice in Summer from TerraSAR-X Dual-Polarization Data Using Machine Learning Approaches: A Case Study in the Chukchi Sea with Mid-Incidence Angle Data

by Han, Hyangsun, Kim, Miae, Sim, Seongmun, Kim, Jinwoo, Kim, Duk-jin, Kang, Sung-Ho, Im, Jungho
Published in Remote Sensing (2016)
“... in the Chukchi Sea, the Western Arctic, based on two rule-based machine learning approachesdecision trees (DT...”

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7

Mapping Beaufort Sea Topography and Geophysical Settings Using High-Resolution Geospatial Data and GMT

by Lemenkova, Polina
Published 2020
Subjects: “...[INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]...”

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8

Effect of melt ponds fraction on sea ice anomalies in the Arctic Ocean

by Jiajun Feng, Yuanzhi Zhang, Qiuming Cheng, Kapo Wong, Yu Li, Jin Yeu Tsou
Published in International Journal of Applied Earth Observation and Geoinformation (2021)
Subjects: “...Environmental sciences...”

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9

Automating the Acoustic Detection and Characterization of Sea Ice and Surface Waves

by Savannah J. Sandy, Seth L. Danielson, Andrew R. Mahoney
Published in Journal of Marine Science and Engineering (2022)
“... that autonomously collect data year-round. In the northeast Chukchi Sea, an ASL Environmental Sciences Acoustic...”

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10

Automating the Acoustic Detection and Characterization of Sea Ice and Surface Waves

by Savannah J. Sandy, Seth L. Danielson, Andrew R. Mahoney
Published in Journal of Marine Science and Engineering (2022)
“... that autonomously collect data year-round. In the northeast Chukchi Sea, an ASL Environmental Sciences Acoustic...”

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11

Defining the Arctic coastline with satellite data : Erfassung der arktischen Küste mit Satellitendaten

by Efimova, Aleksandra
Published 2021
“... classification (Minimum Distance Algorithm) was compared to a more sophisticated machine learning approach using...”

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12

Beluga whales in the western Beaufort Sea : current state of knowledge on timing, distribution, habitat use and environmental drivers

by Stafford, Kathleen M., Ferguson, Megan C., Hauser, Donna D. W., Okkonen, Stephen R., Berchok, Catherine L., Citta, John J., Clarke, Janet T., Garland, Ellen C., Jones, Joshua, Suydam, Robert S.
Published in Deep Sea Research Part II: Topical Studies in Oceanography (2018)
“...ECG was supported by a National Research Council-National Academy of Sciences Postdoctoral...”

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13

A Multifaceted Approach to Advance Oil Spill Modeling and Physical Oceanographic Research at the United States Bureau of Ocean Energy Management

by Zhen Li, Caryn Smith, Christopher DuFore, Susan F. Zaleski, Guillermo Auad, Walter Johnson, Zhen-Gang Ji, S. E. O’Reilly
Published in Journal of Marine Science and Engineering (2021)
“... available science to responsibly manage the development of the Nation’s offshore energy and mineral...”

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14

How to Handle “Missing Values” in Linguistic Typology : A Pitfall in the Statistical Modelling Approach

by Ono, Yohei
“...There are two mainstreams in statistical typology: one that learns WALS data with probability...”

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15

GBIF Occurrence Download

by Occdownload Gbif.Org
Published 2018
“... Archive Centre expert sightings records. 103 records from Diveboard - Scuba diving citizen science...”

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16

GBIF Occurrence Download

by Occdownload Gbif.Org
Published 2018
“.... 6186 records from Mollusca specimens of Toyama Science Museum. 5 records from Freshwater Site Visits...”

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17

Occurrence Download

by Occdownload Gbif.Org
Published 2020
“... of Phytoplankton at Herbarium Berolinense, Berlin (B). 65 records from Australian Institute of Marine Science (AIMS...”

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18

Occurrence Download

by Occdownload Gbif.Org
Published 2021
“... Belgian Institute of Natural Sciences Belgian Marine Invertebrates collection. 262 records from Molluscs...”

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19

Occurrence Download

by Occdownload Gbif.Org
Published 2021
“... Institute of Natural Sciences Belgian Marine Invertebrates collection. 262 records from Molluscs in surface...”

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20

Occurrence Download

by Occdownload Gbif.Org
Published 2021
“... records from Données naturalistes de Vincent Prié. 153 records from Bureau of Rural Sciences, Commercial...”

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