cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.4225/08/548697da1f3ee
title: 9-second gridded continental Australia potential degree of ecological change for Amphibians 1990:2050 CanESM2 RCP 8.5 (CMIP5) (GDM: AMP_r2_PTS1)

description: Potential degree of ecological change in 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 CanESM2 model (RCP 8.5) based on Generalised Dissimilarity Modelling (GDM) of compositional turnover. 

This metric describes the change in long term average environmental conditions at a single location (9s grid square) from the present (1990 centred) to a 2050 centred future, scaled in terms of its expected effects on the turnover of species. Compositional turnover patterns in amphibian species across continental Australia were derived using Generalised Dissimilarity Modelling (GDM). These models use best-available biological data extracted from the Atlas of Living Australia (ALA) in 2013, and spatial environmental predictor data compiled at 9 second resolution. GDM-scaled environmental grids were used as the basis for pairwise cell comparisons across space and time using the highly parallel CSIRO Muru software to derive the potential degree of ecological change. Each location is compared with its future state. The difference in environment is presented as an expected ecological similarity, ranging from 1 (completely similar) to 0, for which we would expect no species in common. If this environmental difference was observed in a different spatial location within the present, we would expect to observe such a difference if we visited both sites. 

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.Tom HA

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: 10.4225/08/548697da2e3eb
title: 9-second gridded continental Australia novel ecological environments for Reptiles 1990:2050 CanESM2 RCP 8.5 (CMIP5) (GDM: REP_r3_v2)

description: Novel ecological environments for Reptiles as a function of change in long term (30 year average) climates between the present (1990 centred) and projected future (2050 centred) under the CanESM2 model (RCP 8.5) based on Generalised Dissimilarity Modelling (GDM) of compositional turnover. 

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: Reptiles, M: Reptiles, R: reptiles and V: vascular plants
DOI: 10.5061/dryad.qm4j1/7
title: interspecies_full

description: Fasta alignments of sequences from ultraconserved elements containing up to thirty-six individuals from five study species. Alignments include samples from all species, and any loci for which data was recovered for at least two individuals.
DOI: 10.5255/ukda-sn-7377-2
title: Quarterly Labour Force Survey, April - June, 2013: Special Licence Access
DOI: 10.14457/cmu.the.2003.61
title: การตรวจหาก้อนหินปูนในภาพถ่ายเอกซเรย์เต้านมโดยใช้การแปลงเวฟเล็ต และการคลัสเตอริงแบบฟัซซี่ ซี-มีน /
DOI: 10.14457/ku.the.2006.791
title: Investigation on the nitrification inhibition potential of some ethiopian medicinal herbs for improving n-use efficiency and yield of wheat /
DOI: 10.14457/ku.the.2011.422
title: Material balance, scheduling and cost evaluation of commercial biodiesel plant from palm oil
DOI: 10.14457/ku.the.2011.424
title: Modeling and simulation of hydrodynamics, and heat and mass transfer in a down-flow circulating fluidized bed reactor
DOI: 10.5061/dryad.qm4j1.2.1/6.2.1
title: orthologs

description: Fasta alignments of sequences from ultraconserved elements containing up to eight individuals from each of five study species. Only the 166 loci that are present in all five full datasets are included.
DOI: 10.14457/cmu.res.2002.56
title: การตรวจสอบความเสี่ยงของสถาบันการเงินในเขตภาคเหนือของธนาคารแห่งประเทศไทย /
DOI: 10.14457/cmu.res.2003.93
title: การตรวจวิเคราะห์ปัสสาวะของช้างเอเซีย ณ ศูนย์อนุรักษ์ช้างไทย จังหวัดลำปาง /
DOI: 10.14457/cu.the.2002.71
title: การคุ้มครองบุคคลภายนอกผู้สุจริตจากการบังคับใช้กฎหมายป้องกันและปราบปรามการฟอกเงิน /
DOI: 10.14457/ku.the.2006.795
title: Jobs and workforce scheduling for flow shops. a case study in the metal cans manufacture /
DOI: 10.14457/ku.the.2006.798
title: Life cycle environmental assessment of spent solvent management by typical treatment and recycling /
DOI: 10.14457/ku.the.2009.633
title: Language errors on signs translated from Thai into English /
DOI: 10.14457/ku.the.2010.480
title: Leaf protein differentially expressed during salt-stress response in stock planted of mulberry (Morus spp.)
DOI: 10.5061/dryad.qm4j1.2/4.1
title: Supplementary Methods

description: Made available in DSpace on 2014-11-25T19:55:09Z (GMT). No. of bitstreams: 1
Supp Methods.docx: 15149 bytes, checksum: 09bb7ebb31a87bb9c7f0372b943fe252 (MD5)
  Previous issue date: 2014-01-21
DOI: 10.5061/dryad.qm4j1.2/5.2
title: full

description: Fasta alignments of sequences from ultraconserved elements containing up to eight individuals from each of five study species. All alignments in a given species that contain at least one individual in each of four areas of endemism are included.
DOI: 10.6073/pasta/9aa9216a5d83f25631c7e9cb885507a4
title: Hemlock Mapped Tree Plot at Harvard Forest since 1990
DOI: 10.13019/m2h59z
title: HETchart.jpeg
DOI: 10.14457/cmu.res.2002.50
title: การดูแลที่เน้นผู้ป่วยเป็นศูนย์กลางตามการรับรู้ของผู้ป่วยในหอผู้ป่วยศัลยกรรม โรงพยาบาลพิจิตร /
DOI: 10.14457/cu.the.1996.41
title: การคุ้มครองสิทธิของนักแสดง /
DOI: 10.14457/ku.the.2005.21
title: Locating SSR marker linking to QTLs association with N2 fixation components in soybean /
DOI: 10.14457/ku.the.2006.797
title: Life cycle assessment of paints for refrigerator in Thailand /
DOI: 10.14457/ku.the.2009.635
title: Magnetic and mechanical properties of barium ferrite-natural rubber composites /
DOI: 10.4225/08/5475040ce99ef
title: Underway fCO2 measurements collected May 2013 (southbound leg) onboard the RTM Wakmatha on the Great Barrier Reef, Australia.

description: Data were collected as part of the FutureReef MAP project, a three-year project designed to monitor ocean chemistry along the entire length of the Great Barrier Reef. The Future Reef MAP project is funded by Rio Tinto Alcan and administered by the Great Barrier Reef Foundation, with an equal co-investment by CSIRO. The project is the first large-scale CO2 observing system established on the Great Barrier Reef using the Rio Tinto ship, RTM Wakmatha. The research is targeted at providing information on the CO2 uptake and the controls on ocean acidification change in the region. It is providing foundation data needed to assess the vulnerability of the GBR reefs to ocean acidification. This dataset contains quality controlled underway measurements of the fugacity of CO2, atmospheric pressure, and sea surface temperature and salinity. The data management and distribution of these data were supported by the CSIRO Carbon Collaboration Cluster and the Australian Coastal Ecosystem Facility.
DOI: 10.4225/08/547504c08d004
title: Underway fCO2 measurements collected April 2013 (southbound leg) onboard the RTM Wakmatha on the Great Barrier Reef, Australia.

description: Data were collected as part of the FutureReef MAP project, a three-year project designed to monitor ocean chemistry along the entire length of the Great Barrier Reef. The Future Reef MAP project is funded by Rio Tinto Alcan and administered by the Great Barrier Reef Foundation, with an equal co-investment by CSIRO. The project is the first large-scale CO2 observing system established on the Great Barrier Reef using the Rio Tinto ship, RTM Wakmatha. The research is targeted at providing information on the CO2 uptake and the controls on ocean acidification change in the region. It is providing foundation data needed to assess the vulnerability of the GBR reefs to ocean acidification. This dataset contains quality controlled underway measurements of the fugacity of CO2, atmospheric pressure, and sea surface temperature and salinity. The data management and distribution of these data were supported by the CSIRO Carbon Collaboration Cluster and the Australian Coastal Ecosystem Facility.
DOI: 10.6073/pasta/71b5577efc295e0a6a3d8ddafe16d0f4
title: MCR LTER: Coral Reef: Ocean Currents and Biogeochemistry: salinity, temperature and current at CTD and ADCP mooring FOR04 from 2004 ongoing
DOI: 10.14457/cmu.the.2006.40
title: การดูแลสุขภาพแบบทางเลือกและแบบผสมผสานในสตรีวัยกลางคน /
DOI: 10.14457/cu.the.2002.73
title: การคุ้มครองสิทธิของผู้ต้องหาในคดีอาญามิให้ต้องรับสารภาพโดยไม่สมัครใจ /
DOI: 10.14457/cu.the.2004.81
title: การคุ้มครองศิลปสิทธิในประเทศไทย /
DOI: 10.5061/dryad.qm4j1/5
title: full

description: Fasta alignments of sequences from ultraconserved elements containing up to eight individuals from each of five study species. All alignments in a given species that contain at least one individual in each of four areas of endemism are included.
DOI: 10.14457/cu.the.2009.101
title: การคุ้มครองสิทธิผู้เสียหายกรณีพนักงานอัยการสั่งไม่ฟ้อง /
DOI: 10.5061/dryad.qm4j1/6
title: orthologs

description: Fasta alignments of sequences from ultraconserved elements containing up to eight individuals from each of five study species. Only the 166 loci that are present in all five full datasets are included.
DOI: 10.14457/cmu.res.2010.98
title: การดูแลและภาวะโภชนาการของเด็กวัยก่อนเรียน โรงเรียนอนุบาลพินิจวิทยา จังหวัดลำปาง /
DOI: 10.14457/cu.the.2007.88
title: การคุ้มครองสิทธิในภาพลักษณ์ของบุคคลผู้มีชื่อเสียง /
DOI: 10.14457/cmu.res.2004.101
title: การตราพระราชกำหนดการจัดเก็บภาษีสรรพสามิต จากกิจการโทรคมนาคม /
DOI: 10.14457/cmu.the.2007.62
title: การตรวจจับแรงดันตกชั่วขณะชนิดสามเฟส โดยวิธีซอฟต์แวร์เฟสสล็อกลูป /
DOI: 10.14457/cmu.the.2008.39
title: การตรวจจับก้อนหินปูนขนาดเล็ก ในภาพรังสีเต้านม โดยใช้ระบบอินเทอร์ วัลไทป์ทูฟัซซีลอจิก /
DOI: 10.14457/ku.the.2011.416
title: Improving thermal property of cis-1,4-polyisoprene using natural fillers
DOI: 10.14457/cmu.the.1991.2
title: การตรึงไนโตรเจน ของถั่วเหลืองพันธุ์ต่างๆ ภายใต้ฤดูปลูกที่แตกต่างกัน /
DOI: 10.14457/cmu.the.2002.31
title: การตรวจหาสาเหตุและระบาดวิทยาของโรคฝักหดของถั่วเหลืองฝักสด /
DOI: 10.14457/cu.the.2007.96
title: การจัดการความขัดแย้งในการทำงาน : ประสบการณ์ของหัวหน้าหอผู้ป่วย /
DOI: 10.14457/cu.the.2007.97
title: การจัดการความรู้เพื่อฟื้นฟูชุมชนและรับมือกับภัยพิบัติ : กรณีศึกษาบ้านน้ำเค็ม จังหวัดพังงา /
DOI: 10.14457/ku.the.2009.640
title: Molecular cloning and expression of serpin gene from salivary glands of Rhipicephalus microplus[electronic resource] /
DOI: 10.14457/cu.the.2007.98
title: การจัดการความสัมพันธ์กับกลุ่มเป้าหมายภายในที่เกี่ยวข้องขององค์กรสตรี /
DOI: 10.14457/ku.the.2006.790
title: Investigation on structural and energetic properties of chitosan membrane surface of PEM fuel cell by quantum chemical calculations /
DOI: 10.14457/ku.the.2008.458
title: Interaction energies of oxaloacetate and binding site of phosphoenolpyruvate carboxykinase (PEPCK) by MP2 calculations
DOI: 10.14457/ku.the.2010.481
title: Lime application in two acid upland soils for soybean production in Champasak province, Lao PDR. /|cVongvilay Phengsouvana
DOI: 10.14457/ku.the.2006.794
title: Isolation and characterization of mannanase producing microorganism /
DOI: 10.14457/ku.the.2007.605
title: Molecular diagnosis of Down syndrome and sex chromosome by real-time PCR method /
DOI: 10.14457/ku.the.2009.630
title: Iron content in paddy fields and correlation of phytic acid with iron in rice grains : implication for human health in Khao Yoi district, Phetchaburi province /
DOI: 10.5061/dryad.5q1sb.1/1.1
title: Staubachetal2

description: the file contains a metadata spreadsheet that provides detailed information about samples and another zip file that contains a fasta formatted sequence file for each sample in the study as well as a sequence quality file for each sample
DOI: 10.14457/cmu.the.2004.55
title: การตอบสนองของการเจริญเติบโต และผลผลิตของถั่วเหลืองสามสายพันธุ์ต่อการระบาดโรคราสนิม ภายใต้อิทธิพลระยะห่างของแถวปลูก /
DOI: 10.14457/cmu.the.2009.54
title: การตรวจหาไวรัสผึ้งในภาคเหนือของไทย โดยเทคนิคอาร์ที-พีซีอาร์ /
DOI: 10.14457/cu.the.2006.96
title: การคุ้มครองลูกจ้าง : กรณีนายจ้างประสบปัญหาทางเศรษฐกิจ /
DOI: 10.14457/cu.the.2008.92
title: การคุ้มครองพยาน : ศึกษาเฉพาะกรณีที่พยานเป็นผู้ต้องขังในเรือนจำ /
DOI: 10.14457/ku.the.2006.800
title: Management zoning of Doi Suthep-Pui national park by using Geo-informatics /
DOI: 10.14457/ku.the.2009.642
title: Molecular dynamics simulations of wide type, Y181C mutant HIV-1 RT/nevirapine and minor groove binder, thiazotropsin A, complex : the energetic and interactions by means of MM-PBSA calculations /
DOI: 10.14457/ku.the.2006.799
title: Management of private mangrove (Rhizophora apiculata) plantation for charcoal production at Yeesarn sub-district, Samut Songkram province /
DOI: 10.14457/ku.the.2011.411
title: การอนุรักษ์ป่าชายเลนโดยกลุ่มผู้อนุบาลลูกพันธุ์หอยนางรม ตำบลปากน้ำประแสร์ อำเภอแกลง จังหวัดระยอง
DOI: 10.14457/ku.the.2011.421
title: Mapping of quantitative trait loci conferring phosphorus compound contents in seed and seedling of mungbean (Vigna radiata (L.) wilezek)
DOI: 10.14457/cu.res.2003.4
title: การค้าชายแดนไทยกับกัมพูชา : ปัญหาที่ประสบในปัจจุบันและแนวทางแก้ไขในอนาคต /
DOI: 10.14457/cu.the.1992.20
title: การค้นสารสนเทศ โดยใช้แนวคิดแบบจำลองปริภูมิเวกเตอร์ /
DOI: 10.14457/cu.the.2004.83
title: การค้นคืนข้ามภาษาสำหรับคำทับศัพท์ภาษาไทย/อังกฤษด้วยวิธีการนิวรอลเน็ตเวิร์ก แบบจำลองฮิดเด็นมาร์คคอฟ และขั้นตอนวิธีเชิงพันธุกรรม /
DOI: 10.14457/cu.the.2007.89
title: การค้นคืนยูสเคสโดยการจัดกลุ่มยูสเคส และการให้ผลป้อนกลับที่ตรงประเด็นจากผู้ใช้ /
DOI: 10.4225/08/547cfabf81e84
title: Kakadu LIDAR Project 2011 - One Metre Digital Elevation Model Tiled

description: Digital Elevation Model (DEM) 1metre ESRI Grid Float format as 4942 tiles
DOI: 10.4225/08/547cfad851a9c
title: Kakadu LIDAR Project 2011 - One Metre Digital Surface Model (DSM)Tiled

description: Digital Surface Model (DSM) 1metre ESRI Grid Float format as 4942 tiles.

There is no common usage of the terms digital elevation model (DEM), digital terrain model (DTM) and digital surface model (DSM) in scientific literature. In most cases the term digital surface model represents the earth's surface and includes all objects on it. In contrast to a DSM, the digital terrain model (DTM) represents the bare ground surface without any objects like plants and buildings. Digital Elevation Model (DEM) and Digital Terrain Model (DTM)  appear to be used interchangeably.
DOI: 10.14457/ku.the.2008.456
title: การออกแบบระบบควบคุมแขนหุ่นยนต์ผ่านอินเตอร์เน็ต
DOI: 10.14457/ku.the.2009.624
title: การออกแบบระบบควบคุมความเร็วรอบของกังหันลมขนาดเล็ก
DOI: 10.4225/08/547504fc2d728
title: Underway fCO2 measurements collected April 2013 (northbound leg) onboard the RTM Wakmatha on the Great Barrier Reef, Australia.

description: Data were collected as part of the FutureReef MAP project, a three-year project designed to monitor ocean chemistry along the entire length of the Great Barrier Reef. The Future Reef MAP project is funded by Rio Tinto Alcan and administered by the Great Barrier Reef Foundation, with an equal co-investment by CSIRO. The project is the first large-scale CO2 observing system established on the Great Barrier Reef using the Rio Tinto ship, RTM Wakmatha. The research is targeted at providing information on the CO2 uptake and the controls on ocean acidification change in the region. It is providing foundation data needed to assess the vulnerability of the GBR reefs to ocean acidification. This dataset contains quality controlled underway measurements of the fugacity of CO2, atmospheric pressure, and sea surface temperature and salinity. The data management and distribution of these data were supported by the CSIRO Carbon Collaboration Cluster and the Australian Coastal Ecosystem Facility.
DOI: 10.4225/08/547cfb2c00a0f
title: Map Packages of Satellite derived vegetation maps, Kakadu NP

description: ArcGIS Vegetation Maps of Kakadu National Park Floodplains
DOI: 10.14457/ku.the.2011.415
title: การออกแบบระบบทางวิ่งเย็นสำหรับแม่พิมพ์ฉีดยางหลายเบ้าชิ้นงานแหวนยางที่มีความละเอียดสูง
DOI: 10.3886/e18627v3
title: Replication Data for Summer Jobs Reduce Violence Among Disadvantaged Youth

description: Replication data and code for "Summer Jobs Reduce Violence among Disadvantaged Youth"
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DOI: 10.4225/08/54879605b500f
title: 9-second gridded continental Australia change in effective area of similar ecological environments (cleared natural areas) for Reptiles 1990:1990 (GDM: REP_r3_v2)

description: Proportional change in effective area of similar ecological environments for Reptiles as a function of land clearing within the present  long term (30 year average) climate (1990 centred) based on Generalised Dissimilarity Modelling (GDM) of compositional turnover. 

This metric describes the effects of land clearing on the area of similar environments to each grid cell as a proportion. Each cell is compared with a sample of 60,000 points in both  uncleared landscape and degraded landscape (pairwise similarities summed (e.g. a completely similar cell will contribute 1, a dissimilar cell 0, with a range of values in between). The contribution of each cell is then multiplied by a 0 (cleared) to 1 (intact) condition index based on the natural areas layer. By dividing the test area by the current area, we are able to quantify the reduction in area as a function of land use/climate change. Values less than one indicate a reduction, values of 1 no change, and values greater than 1 (rare cases in the north) show an increase in similar environments.

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: 10.5255/ukda-sn-7575-1
title: Community Mental Health Service User Survey, 2014
DOI: 10.6073/pasta/95e70d02b1c1ca31431059f7989e20f3
title: The impact of drying and warming on ecosystem carbon balance:  DryPEHR Project Phenology of Dominant Plant Species II - Berry Production
DOI: 10.6073/pasta/9c31ac7b6ed586f8e278821b6beb371f
title: Fisher Meteorological Station at Harvard Forest since 2001
DOI: 10.14457/ku.the.2008.468
title: Molecular and immunogenicity characterizations of flaB and lig and their applications for leptospirosis detection /
DOI: 10.14457/ku.the.2010.475
title: การหาสภาวะที่เหมาะสมในการพรีทรีตเมนต์ชีวมวลเพื่อเพิ่มประสิทธิภาพการไฮโดรลิซิสด้วยเอนไซม์
DOI: 10.4225/08/547d1bf0ef9fd
title: Transcriptome assembly of Chinese tallow (Triadica sebifera)

description: Transcriptome assembly of reads generated individually from the fruit coat, tallow and seed tissues of Chinese tallow fruits harvested at stage 4 (before maturity). The un-assembled reads from individual tissues were deposited at  NCBI-Short Read Archive under accession numbers SRR1653572, SRR1653574 and SRR1653576.