cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6073/pasta/fe932ef6515f8fb4376fa83968cd9425
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 1991-08-14
DOI: 10.6073/pasta/ffd41d68f8af08ee1704fc1fa0e6f1f7
title: Landsat Enhanced Thematic Mapper image data for Niwot Ridge LTER collected on 1995-06-12
DOI: 10.4225/08/558a6368f2ba1
title: Parkes observations for project P737 semester 2010APRS

description: Pulsar observations using the Parkes radio telescope have led to some of the most exciting astronomical results in the last few years. The Parkes backend suite is currently being improved with new instruments becoming available and older instruments being decommissioned. The aim of this proposal is to carry out tests of the new backend instruments which cannot be carried out during standard maintenance periods.
DOI: 10.6073/pasta/079bb67ec5ac852dcf93c9cf2dc0b64d
title: Landsat Enhanced Thematic Mapper image data for Plum Island Ecosystems LTER collected on 1999-02-05
DOI: 10.6073/pasta/0d698aaf61fc3d14e6d98c357768cbdf
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 2004-09-02
DOI: 10.6073/pasta/0eaa0289bb9e7e321e7e741a4e95cffa
title: Landsat Enhanced Thematic Mapper image data for Niwot Ridge LTER collected on 2009-11-25
DOI: 10.6073/pasta/2df54d72b7e7d279c6152aaf74165a23
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 2004-08-01
DOI: 10.6073/pasta/360cc70302459346df08f8f257412d41
title: Landsat Enhanced Thematic Mapper image data for Niwot Ridge LTER collected on 2009-09-06
DOI: 10.6073/pasta/3e606d541c408ad5863f2a6b67eb642a
title: Landsat Enhanced Thematic Mapper image data for Niwot Ridge LTER collected on 1995-08-15
DOI: 10.6073/pasta/45514878544334acc02ec6f78afab6fd
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 1993-03-03
DOI: 10.6073/pasta/6469b8b3f56d7f9c2e67747333c02c40
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 1991-08-30
DOI: 10.6073/pasta/84c560efc7bdc1e01bf6fe0e5a3b00a8
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 1993-04-20
DOI: 10.6073/pasta/96e1e22a552bb5fea483d8780c49b990
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 1993-05-06
DOI: 10.6073/pasta/b7ec59054c751f9ec23feb2076acf972
title: Landsat Enhanced Thematic Mapper image data for Niwot Ridge LTER collected on 1995-08-31
DOI: 10.6073/pasta/0325df7a7121cd12402a9c9bb15c79e3
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 1993-06-23
DOI: 10.6073/pasta/0f10dffd255cfae27c87d2efb9803d67
title: Landsat Enhanced Thematic Mapper image data for Niwot Ridge LTER collected on 2009-12-11
DOI: 10.6073/pasta/18a05d2ed35b400ba4f59a8107f09b72
title: Landsat Enhanced Thematic Mapper image data for Niwot Ridge LTER collected on 1995-09-16
DOI: 10.6073/pasta/4d235651e5b33ac24381fb2ba6f5bf42
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 2004-09-18
DOI: 10.6073/pasta/70bcfc87780e26c26ead432b9fd31f3b
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 1994-01-17
DOI: 10.6073/pasta/726ce8b00f766ea256aa5ccb443a8140
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 1991-10-17
DOI: 10.6073/pasta/7e41495907e2011f045f69265804fdae
title: Landsat Enhanced Thematic Mapper image data for Niwot Ridge LTER collected on 1995-10-18
DOI: 10.6073/pasta/a33e875de3d54d626b6ce33b26f73a43
title: Landsat Enhanced Thematic Mapper image data for Plum Island Ecosystems LTER collected on 1999-02-21
DOI: 10.6073/pasta/d1403ee8e1128e29aa00d0780ed7f2b0
title: Landsat Enhanced Thematic Mapper image data for Niwot Ridge LTER collected on 1995-10-02
DOI: 10.6073/pasta/d6aab66cd39955f94bd1b1cf968d5376
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 1993-08-10
DOI: 10.6073/pasta/dd577d2376f794643875ef91e0bf4925
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 1993-10-13
DOI: 10.6073/pasta/ffa4ade2e3f4e1850da62a330e2d1270
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 1993-05-22
DOI: 10.14457/ku.the.2006.1176
title: ปัจจัยที่มีผลต่อความคิดเห็น เกี่ยวกับการมีส่วนร่วมของประชาชน ในการบริหารจัดการคุณภาพน้ำ ในลุ่มน้ำบางประกง /
DOI: 10.14457/ku.the.2006.1177
title: ปัจจัยที่มีผลต่อความคิดเห็นของชาวเขา ต่อโครงการบ้านเล็กในป่าใหญ่ อันเนื่องมาจากพระราชดำริ อำเภอคลองลาน จังหวัดกำแพงเพชร /
DOI: 10.14457/ku.the.2007.876
title: ปัจจัยที่มีผลต่อความคิดเห็นในการอนุรักษ์ทรัพยากรป่าไม้ของชุมชนภายใต้โครงการจัดสรรที่ดินป่าไม้ในประเทศสาธารณรัฐประชาธิปไตยประชาชนลาว /
DOI: 10.14457/ku.the.2007.877
title: ปัจจัยที่มีผลต่อความต้องการผลประโยชน์เกื้อกูลของข้าราชการและพนักงานมหาวิทยาลัยเทคโนโลยีราชมงคล ในเขตกรุงเทพมหานคร
DOI: 10.14457/ku.the.2009.837
title: ปัจจัยที่มีผลต่อความต้องการมีส่วนร่วมของเกษตรกรที่เลี้ยงสุกร ในการพัฒนาที่ยั่งยืน โดยผ่าน "โครงการกลไกการพัฒนาที่สะอาดด้านการปศุสัตว์ในประเทศไทย" จังหวัดฉะเชิงเทรา /
DOI: 10.6073/pasta/071cd97169037824f9ff6f403dcdf205
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 1994-06-26
DOI: 10.6073/pasta/0abbee0e7fdf9f77ff52326d1b20518c
title: Landsat Enhanced Thematic Mapper image data for Niwot Ridge LTER collected on 1995-12-05
DOI: 10.6073/pasta/1cd26b13493e6210db554c4b843ccc04
title: Landsat Enhanced Thematic Mapper image data for Niwot Ridge LTER collected on 2010-01-12
DOI: 10.6073/pasta/360b01140a7ee5160ac737982b069634
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 1994-04-23
DOI: 10.6073/pasta/3a5986b13da08460745ba5a00d3526f3
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 1994-03-22
DOI: 10.6073/pasta/3e18eb0ed9b4f4722983e9b0cb92e0cf
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 1991-11-18
DOI: 10.6073/pasta/4a28dea4e8ced1f7d7f8cee723b7cecd
title: Landsat Enhanced Thematic Mapper image data for Niwot Ridge LTER collected on 1995-11-19
DOI: 10.6073/pasta/5d6382fb3877dd3d6df7d401af9d30dc
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 1994-07-12
DOI: 10.6073/pasta/ca5f3064f5892d8119ee189d76f45402
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 2004-10-04
DOI: 10.6073/pasta/ee03268ba5a7fbbb0fe7817437df734b
title: Landsat Enhanced Thematic Mapper image data for Niwot Ridge LTER collected on 1995-11-03
DOI: 10.14457/kmutnb.the.2007.195
title: การทำนายเชิงความน่าจะเป็นของแรงดันตก ในระบบส่งไฟฟ้าโดยใช้วิธีการวิเคราะห์ /
DOI: 10.14457/kmutnb.the.2007.196
title: การทำนายการเกิดรอยย่น ในกระบวนการขึ้นรูปลึก สำหรับโลหะที่มีค่าความแข็งเพิ่มขึ้นแบบผสม /
DOI: 10.14457/kmutnb.the.2007.197
title: การทนต่อความผิดพร่องในระบบเวลาจริง บนมัลติโพรเซสเซอร์ โดยวิธีกู้คืนงานที่ผิดพร่อง ในลักษณะครอบคุม /
DOI: 10.14457/kmutnb.the.2008.159
title: การทนต่อความผิดพร่องในระบบเวลาจริง บนมัลติโพรเซสเซอร์ โดยวิธีการจัดสรรงานแบบควบคุมย้อนกลับ /
DOI: 10.14457/ku.the.2007.878
title: ปัจจัยที่มีผลต่อความต้องการใช้ประโยชน์ที่ดิน ตามแนวทางเศรษฐกิจพอเพียงของเกษตรกร ในเขตปฏิรูปที่ดินตำบลวังน้ำเขียว อำเภอวังน้ำเขียว จังหวัดนครราชสีมา /
DOI: 10.14457/ku.the.2007.879
title: ปัจจัยที่มีผลต่อความพึงพอใจ ในคุณภาพการบริการของผู้รับบริการจากศูนย์บริการมาตรฐาน ของบริษัท ยูโรเปียน โอโตโมบิลส์ จำกัด /
DOI: 10.14457/ku.the.2007.880
title: ปัจจัยที่มีผลต่อความพึงพอใจในการบริการของสมาชิกขายตรง ที่รับบริการจาก บริษัทสุพรีเดอร์มอินเตอร์เนชั่นแนล จำกัด ศูนย์ดอนเมือง /
DOI: 10.14457/ku.the.2010.718
title: ปัจจัยที่มีผลต่อความต้องการไม้สักจากสวนป่าองค์การอุตสาหกรรมป่าไม้ ของอุตสาหกรรมไม้ในจังหวัดแพร่
DOI: 10.14457/ku.the.2011.604
title: ปัจจัยที่มีผลต่อความผูกพันด้านการคงอยู่ของพนักงาน บริษัท ภัทรประกันภัย จำกัด (มหาชน)
DOI: 10.6073/pasta/377ff14373e6b1b841f551105586b9a1
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 1991-12-04
DOI: 10.6073/pasta/3df900d571b726e47461f60722ef4320
title: Landsat Enhanced Thematic Mapper image data for Niwot Ridge LTER collected on 1996-02-23
DOI: 10.6073/pasta/45c5a25c6326a0fc65e5727a2829cb69
title: Landsat Enhanced Thematic Mapper image data for Niwot Ridge LTER collected on 2010-03-17
DOI: 10.6073/pasta/4810cbe2607aa881bbe3cf8f2ae190b9
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 1994-11-01
DOI: 10.6073/pasta/773d0d37375976bb01a39aae06347e22
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 1994-07-28
DOI: 10.6073/pasta/89b8142a26a4d17e799b77bc20ca5008
title: Landsat Enhanced Thematic Mapper image data for Niwot Ridge LTER collected on 1996-02-07
DOI: 10.6073/pasta/a2b90d3fe934958d7625dd17b1e91bd3
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 1994-08-29
DOI: 10.6073/pasta/db36f528db18043ebedf2059e9d56e8a
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 1994-12-19
DOI: 10.6073/pasta/f69f19e7ad893fa67dd8ce5e4bfd5e8e
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 2004-11-05
DOI: 10.14457/kmutnb.the.2007.198
title: การทนต่อความผิดพร่อง ในระบบฐานข้อมูล ซึ่งหาได้ทั่วไปโดยอาศัยฐานข้อมูลบัก /
DOI: 10.14457/kmutnb.the.2008.160
title: การทดสอบและวิเคราะห์คานคอนกรีตชิ้นส่วนสำเร็จรูปอัดแรงภายใน แบบไร้การยึดเหนี่ยว /
DOI: 10.6073/pasta/308bc9480f12ad8de5500165dc07d79a
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 1995-03-09
DOI: 10.6073/pasta/53b47cf064ccefd5b7d9c41f65d2a252
title: Landsat Enhanced Thematic Mapper image data for Niwot Ridge LTER collected on 2010-04-18
DOI: 10.6073/pasta/6ff078bb992d8c405d2a76bc328b93d1
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 2005-03-13
DOI: 10.6073/pasta/7e8cc9934da61146d6cc1a5030d656b6
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 1995-01-04
DOI: 10.6073/pasta/90096a2a5c3ea76ff6afc76d8091d1e4
title: Landsat Enhanced Thematic Mapper image data for Niwot Ridge LTER collected on 1996-03-26
DOI: 10.6073/pasta/b121696fd75928c5251a26964229b608
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 1995-02-05
DOI: 10.6073/pasta/bd8950d8ea69877846c07b1c8047c14d
title: Landsat Enhanced Thematic Mapper image data for Niwot Ridge LTER collected on 2010-05-20
DOI: 10.6073/pasta/e259e36b762eb32070821690b0a08855
title: Landsat Enhanced Thematic Mapper image data for Plum Island Ecosystems LTER collected on 2008-05-20
DOI: 10.6073/pasta/f759ec07d223d347b97af2732ef94c3f
title: Landsat Enhanced Thematic Mapper image data for Niwot Ridge LTER collected on 2010-06-21
DOI: 10.4225/08/5588b9071e49d
title: 9-second gridded continental Australia need for assisted dispersal (50% similarity) for Amphibians 1990:2050 MIROC5 RCP 8.5 (CMIP5) (GDM: AMP_r2_PTS1)

description: Need for assisted dispersal for Amphibians as a function of change in long term (30 year average) climates between the present (1990 centred) and projected future (2050 centred) under the MIROC5 model (RCP 8.5) based on Generalised Dissimilarity Modelling (GDM) of compositional turnover. 
The distance to the nearest grid cell with ecological similarity of at least 0.5 is given.
This metric describes the nature of the projected 2050 centred future environmental conditions for each 9s grid square. Using a Generalised Dissimilarity Model of compositional turnover (the effects of changing environment on changing species), each future location is compared with the continent in the present. For each cell, the metric looks out to all other cells in the continent, and records the ecological similarity of the future state of the cell to the most similar cell in the present. A value of 1 indicates that the future environment is similar to a current location in the present, and perfect analogue can found somewhere in Australia. A value of 0 indicates that the most similar environment to be found in the present is ecologically so different that we would expect no species in common, i.e. there are no current analogues for this environment; it is novel. Intermediate values show how ecologically similar the most similar cell is. However, no weight is given to the proximity of the most similar cell. The environment may be similar, but the cells thousands of kilometres apart.

This metric was developed along with others for use in an assessment of the efficacy of the protected area system for biodiversity under climate change at continental and global scales, presented at the IUCN World Parks Congress 2014. It is described in the AdaptNRM Guide “Implications of Climate Change for Biodiversity: a community-level modelling approach”, available online at: www.adaptnrm.org. 

Data are provided in two forms:
1. Zipped ESRI float grids: Binary float grids (*.flt) with associated ESRI header files (*.hdr) and projection files (*.prj). After extracting from the zip archive, these files can be imported into most GIS software packages, and can be used as other binary file formats by substituting the appropriate header file.
2. ArcGIS layer package (*.lpk): These packages contain can be unpacked by ArcGIS as a raster with associated legend.

Additionally a short methods summary is provided in the file 9sMethodsSummary.pdf for further information.

Layers in this 9s series use a consistent naming convention:
BIOLOGICAL GROUP _ FROM BASE_ TO SCENARIO_ ANALYSIS
e.g. A_90_CAN85_S or R_90_MIR85_L
where BIOLOGICAL GROUP is A: amphibians, M: mammals, R: reptiles and V: vascular plants
DOI: 10.4225/08/558a67924118a
title: Parkes observations for project P456 semester 2007OCTS

description: The Parkes Pulsar Timing Array (PPTA) project has three primary goals: (a) detection of gravitational waves from astronomical sources, (b) establishment of a pulsar timescale, and (c) improvement of our understanding of Solar-system dynamics. There are many secondary goals, some astrophysical and some instrumental/technique oriented. Achievement of these ambitious primary goals requires frequent observations of at least 20 MSPs at two or preferably three widely spaced frequencies over several years. We propose to observe such a sample at intervals of 2-3 weeks using both the 10/50cm and Multibeam receivers. The new digital filterbank (PDFB2, now commissioned) and the new baseband system (APSR, expected commissioning Sept 2007) will be used for data recording. We are making good progress toward our goals, with sub-microsecond precision achieved on nearly half of the sample. We expect significant improvement with the new instruments as well as further improvements in data-processing algorithms. We are collaborating with the European Pulsar Timing Array group to give more frequent observations and a larger pulsar sample. Because of the high sensitivity and wide bandwidths required, RFI mitigation is an important part of the project and real-time mitigation should be commissioned along with APSR.
DOI: 10.6073/pasta/1bd4cce7d46e8d6476a09d2a0b04c573
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 1995-07-31
DOI: 10.6073/pasta/223f38eb9886b7fae7daecb026f2c400
title: Landsat Enhanced Thematic Mapper image data for Niwot Ridge LTER collected on 2010-07-23
DOI: 10.6073/pasta/5290c18b125ff93686e727f30fb11c5e
title: Landsat Enhanced Thematic Mapper image data for Plum Island Ecosystems LTER collected on 2008-06-21
DOI: 10.6073/pasta/53b1362d49d0623c0ee602c265f1306c
title: Landsat Enhanced Thematic Mapper image data for North Temperate Lakes LTER collected on 1995-09-17
DOI: 10.6073/pasta/54adda33a0dee231c037b4828b54b640
title: Landsat Enhanced Thematic Mapper image data for Niwot Ridge LTER collected on 1996-07-16
DOI: 10.6073/pasta/58933e2720d9b2f3b4bfe774c54c4e45
title: Landsat Enhanced Thematic Mapper image data for Niwot Ridge LTER collected on 1996-06-30
DOI: 10.6073/pasta/60b198f36627e8eb6280e127a3f9a32b
title: Landsat Enhanced Thematic Mapper image data for Niwot Ridge LTER collected on 1996-05-13
DOI: 10.15468/dl.gmfw2v
title: Occurrence Download

description: A dataset listing the 14392 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "Geometry POLYGON((-84.32170200022948 5.062316334737034,-84.32170200022948 -2.2807652816061648,-63.24498536549116 -2.2807652816061648,-63.24498536549116 5.062316334737034,-84.32170200022948 5.062316334737034))",
 "StateProvince is one of (caquetá, amazonas)",
 "GadmGid is one of (COL.9.7_2, COL.9.14_2, COL.9_2)"
 ]
 }
 ]
}

 The dataset's 14392 records were derived from 235 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021150-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24431/rw1k324
title: Fish distribution, concentration, density, use areas, migration pattern data, and essential fish habitat boundaries used in the creation of Audubon Alaska's Ecological Atlas of the Bering, Chukchi, and Beaufort Seas

description: This dataset contains a variety of spatial data types describing a variety of fish species in the Bering, Chukchi, and Beaufort Seas. Specifically, these data describe relative abundance, general distribution, use areas and types, migration patterns, and areas designated as essential habitat for a variety fish species in the Bering, Chukchi, and Beaufort Seas. These datasets were used by staff at Audubon Alaska and Oceana to create the eight maps displayed in 'Chapter 4: Fishes', in the 'Ecological Atlas of the Bering, Chukchi, and Beaufort Seas'.

This dataset contains four zipped archives of spatial data and metadata and two summary files. The zip files are:
1. ArcticMarine2017_Public_Ch4Fishes.gdb.zip, compiled by Audubon Alaska staff and used to generate the maps in chapter 4 of the Ecological Atlas
2. ch4_vector-4326, containing csv formatted vector data files along with metadata extracted from the geodatabase. 
3. ch4_raster, containing geotiff formatted raster data and metadata used in the maps in the Atlas but not included in the geodatabase.
4. ch4_shapefiles, containing updated versions of some of the vector or raster layers in the geodatabase, as delivered separately by Audubon, and without individual metadata records.

The summary files are: 
1. audubon_EABCBS_ch4_fishes_manifest.txt, listing all file path, size, and md5sum hash value for each file in each of the zip files, 
2. audubon_EABCBS_ch4_fishes_README.txt, providing basic, human-readable metadata about the dataset,
3. audubon_EABCBS_ch4_fishes_data_sources.pdf, listing the data sources used for each map in chapter 6 of the atlas, and 
4. audubon_EABCBS_data_sources_appendix.csv, listing the sources used for each spatial synthesis data product created by Audubon Alaska, used to generate the maps in chapter 6, and listed in the data sources pdf.

These files contain only the data used in the Atlas and deemed appropriate for public release. Certain data deemed sensitive were not included in these publicly available data archives.
DOI: 10.24431/rw1k323
title: Human use and development data used in the creation of Audubon Alaska's Ecological Atlas of the Bering, Chukchi, and Beaufort Seas

description: This dataset contains a variety of spatial data types describing human use and development in and around the Bering, Chukchi, and Beaufort Seas. These data describe display transportation and energy infrastructure locations and capacities, petroleum exploration and development locations and lease statuses, vessel traffic density and vessel/use types, fisheries management and conservation areas and use restrictions, and reported subsistence harvests for communities and industries that use and occupy the Bering, Chukchi, and Beaufort Seas. These data were used by staff at Audubon Alaska and Oceana to create the 27 maps displayed in 'Chapter 7 - Human Uses', in the 'Ecological Atlas of the Bering, Chukchi, and Beaufort Seas'. 

This dataset contains four zipped archives of spatial data and metadata and two summary files. The zip files are:
1. ArcticMarine2017_Public_Ch7HumanUses.gdb.zip, containing an ESRI filegeodatabase compiled by Audubon Alaska staff and used to generate the maps in chapter 7 of the Ecological Atlas,
2. ch7_vector-4326.zip, containing csv formatted vector data files along with metadata extracted from the geodatabase, 
3. ch7_raster.zip, containing geotiff formatted raster data and metadata used in the maps in the Atlas but not included in the geodatabase, and
4. ch7_shapefiles.zip, containing updated versions of some of the vector or raster layers in the geodatabase, as delivered separately by Audubon, and without individual metadata records.

The summary files are: 
1. audubon_EABCBS_ch7_human_uses_manifest.txt, listing all file path, size, and md5sum hash value for each file in each of the zip files, 
2. audubon_EABCBS_ch7_human_uses_README.txt, providing basic, human-readable metadata about the dataset,
3. audubon_EABCBS_ch7_human_uses_data_sources.pdf, listing the data sources used for each map in chapter 6 of the atlas, and 
4. audubon_EABCBS_data_sources_appendix.csv, listing the sources used for each spatial synthesis data product created by Audubon Alaska, used to generate the maps in chapter 6, and listed in the data sources pdf.

These files contain only the data used in the Atlas and deemed appropriate for public release. Certain data deemed sensitive were not included in these publicly available data archives.
DOI: 10.24431/rw1k325
title: Bird colony location, use area and type, relative abundance, survey effort, and migration pattern data for marine waterbirds and seabirds used in the creation of Audubon Alaska's Ecological Atlas of the Bering, Chukchi, and Beaufort Seas

description: This dataset contains a variety of spatial data types describing marine waterbirds and seabirds colony locations, use areas and types, relative abundance, survey effort, and migration pattern data in the Bering, Chukchi, and Beaufort Seas. These datasets were used by staff at Audubon Alaska and Oceana to create the 37 maps displayed in 'Chapter 5 - Birds', in the 'Ecological Atlas of the Bering, Chukchi, and Beaufort Seas'.

This dataset contains four zipped archives of spatial data and metadata and two summary files. The zip files are:
1. ArcticMarine2017_Public_Ch5Birds.gdb.zip, containing an ESRI filegeodatabse compiled by Audubon Alaska staff and used to generate the maps in chapter 5 of the Ecological Atlas, 
2. ch5_vector-4326, containing csv formatted vector data files along with metadata extracted from the geodatabase, 
3. ch5_raster, containing geotiff formatted raster data and metadata used in the maps in the Atlas but not included in the geodatabase, and
4. ch5_shapefiles, containing updated versions of some of the vector or raster layers, as delivered separately by Audubon, and without individual metadata records.

The summary files are: 
1. audubon_EABCBS_ch5_birds_manifest.txt, listing all file path, size, and md5sum hash value for each file in each of the zip files, 
2. audubon_EABCBS_ch5_birds_README.txt, providing basic, human-readable metadata about the dataset,
3. audubon_EABCBS_ch5_birds_data_sources.pdf, listing the data sources used for each map in chapter 5 of the atlas, and 
4. audubon_EABCBS_data_sources_appendix.csv, listing the sources used for each spatial synthesis data product created by Audubon Alaska, used to generate the maps in chapter 5, and listed in the data sources pdf.

These files contain only the data used in the Atlas and deemed appropriate for public release. Certain data deemed sensitive were not included in these publicly available data archives.