cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.581403
title: Level A Pan Europe Solar Index For Estimation Of Potential Evaporation March

description: Solar Index for estimation of Potential evaporation March. Solar Index (SI) maps are input needed for spatial estimation of potential evaporation by using modified Blaney Criddle method (Schrödter 1985, Parajka et al., 2003). SI maps are available for each month. SI maps are available for each month. Spatial resolution: 1km2. Solar Index maps (SI_xxx) for estimation of potential evaporation by using modified Blaney Criddle method. Maps are available for each month (xxx). Format ArcGIS ASCII grid. Maps are estimated from GTOPO30 DEM. Coordinates: geographical. SI index is estimated in GIS GRASS (r.sun module)
DOI: 10.17632/rsgrb82sdm.1
title: Temporal analyses of Starvation Responses in C. elegans

description: CARS microscopy of intestinal lipid stores in C. elegans during starvation
DOI: 10.5281/zenodo.581404
title: Level A Pan Europe Solar Index For Estimation Of Potential Evaporation Apr

description: Solar Index for estimation of Potential evaporation April. Solar Index (SI) maps are input needed for spatial estimation of potential evaporation by using modified Blaney Criddle method (Schrödter 1985, Parajka et al., 2003). SI maps are available for each month. SI maps are available for each month. Spatial resolution: 1km2. Solar Index maps (SI_xxx) for estimation of potential evaporation by using modified Blaney Criddle method. Maps are available for each month (xxx). Format ArcGIS ASCII grid. Maps are estimated from GTOPO30 DEM. Coordinates: geographical. SI index is estimated in GIS GRASS (r.sun module).
DOI: 10.17632/s7jrdzfmb7.1
title: Gene-enriched draft genome of the cattle tick Rhipicephalus microplus: assembly by the hybrid Pacific Biosciences/Illumina approach enabled analysis of the highly repetitive genome
DOI: 10.18462/iir.cals.2016.004
title: Freezing and long-term storage of biological samples-quality requirements and technical solutions.

description: Damage-free freezing, cold handling and long-term storage of biological samples such as body fluids, cells and tissue are the most important factors of establishing new therapies. The fact that storage of biological samples at most low temperatures positively influences sample quality after thawing is strengthened by an increasing number of publications. Not only the storage temperature, but also the handling temperature, significantly influences the sample quality.
DOI: 10.18462/iir.cals.2016.005
title: Cryobanks XXL: Cost-effectiveness of large cryobanks as a prerequisite for automation.

description: Cryopreservation has now become a very widespread and indispensable procedure, which is already applied in many laboratories and fields of medicine. When we consider this very broadly spread range of applications, we see that they either involve “manageable” quantities of specimens to be stored or high access rates to the samples. The greater the quantity of specimens to be saved and the intended storage period are, the more important the aspect of cost-effectiveness per specimen storage space becomes. The one-time expense of automating a single, cost-effective large system is no doubt easier to justify than a system involving multiple automation of many small systems. In this respect, the economical and effective design of a plant is an indispensable requirement for subsequent automation.
DOI: 10.5281/zenodo.581406
title: Level A Pan Europe Solar Index For Estimation Of Potential Evaporation May

description: Solar Index for estimation of Potential evaporation May. Solar Index (SI) maps are input needed for spatial estimation of potential evaporation by using modified Blaney Criddle method (Schrödter 1985, Parajka et al., 2003). SI maps are available for each month. SI maps are available for each month. Spatial resolution: 1km2. Solar Index maps (SI_xxx) for estimation of potential evaporation by using modified Blaney Criddle method. Maps are available for each month (xxx). Format ArcGIS ASCII grid. Maps are estimated from GTOPO30 DEM. Coordinates: geographical. SI index is estimated in GIS GRASS (r.sun module).
DOI: 10.18462/iir.cals.2016.0003
title: Bio-inspired cryopreservation using synthetic polymer analogues.

description: With an ever-ageing population in the Western world, the need for regenerative medicine, especially transplantation is increasing, but the number of donors remains static. Therefore improved storage methods for cells/tissues/organs is urgently required to overcome their limited shelf life. This is also a challenge in fundamental biology, where the cryostorage of many cell types is still not possible, or leads to sub-standard performance of the cells. Antifreeze glycoproteins (AFGPs) from polar fish, slow ice crystal growth and may find application in cryopreservation, but are limited by their extremely high costs, challenging synthesis, and potential toxicity. To address this, we have developed synthetic polymers, which can reproduce the desirable properties of AFGPs, without the side effects, at lower cost. Here I will discuss our efforts to rationally design new AFGP mimetic materials using both synthetic and biological methods, and their application to enhance cell storage.
DOI: 10.5281/zenodo.581407
title: Level A Pan Europe Solar Index For Estimation Of Potential Evaporation June

description: Solar Index for estimation of Potential evaporation June. Solar Index (SI) maps are input needed for spatial estimation of potential evaporation by using modified Blaney Criddle method (Schrödter 1985, Parajka et al., 2003). SI maps are available for each month. SI maps are available for each month. Spatial resolution: 1km2. Solar Index maps (SI_xxx) for estimation of potential evaporation by using modified Blaney Criddle method. Maps are available for each month (xxx). Format ArcGIS ASCII grid. Maps are estimated from GTOPO30 DEM. Coordinates: geographical. SI index is estimated in GIS GRASS (r.sun module).
DOI: 10.17632/jnv7z4n3cn.1
title: Data for: Absorption cross sections of 13C ethane and propane isotopologues in the 3 µm region

description: Absorption cross sections of - 13C2H6 (Temperature: 300.2 K, partial pressure 3.5 hPa) - 13C12C2H8 (Temperature: 300.7 K, partial pressure 7.5 hPa) - 13C12CH6 (Temperature: 301.2 K, partial pressure 3.8 hPa) between 2500 cm^-1 and 3500 cm^-1.
DOI: 10.18462/iir.cals.2016.0001
title: Advances in hybrid compression technology for ultra-low temperature refrigeration achievement.

description: The Hybrid Compression (HC) technology, a synergy between an Absorption Technology Section (ATS) and a Mechanical Vapor Compression Technology Section (MVCTS), was successfully proposed recently for refrigeration and heating, Staicovici (2015a, b, c). In this work, HC advances in the ultra-low temperature refrigeration (ULTR), with emphasis in freeze drying applications, are disclosed. Two types thereof are in research. Both have the same ATS, but different MVCTS’s: a) 2 to 4 stage with discharge gas superheating recovery (TWRC, (Staicovici, 2014)) (HC1), and b) improved HC1 model (HC2). HC1 and HC2 are compared to a standard, 2 to 4 stage and interstage cooling, MVC unit. The MVC, HC1 and HC2 model considers NH3-H2O and NH3, seven evaporator temperatures, TE = −75, −70, ..., −45 oC, three sink source temperatures, Tss = 27, 36, and 45 oC, and four HC technology most relevant parameters: i) MVCTS maximum discharge gas temperature, TCpO; ii) refrigeration coefficient of performance (COP); iii) MVC vs. HC comparative compressed refrigerant volume, RV, and iv) exergy efficiency, η E. Results show outstanding comparative HC vs. MVC and absolute values of i)-iv) parameters, for same Tss and TE: A) HC1 and HC2 are compatible with today compressor operation, because TCpO are smaller by 50 to 170 oC than those of MVC; B) HC COP’s are much higher than those of MVC, especially in the TE= −75 to −60 oC domain, e.g. by 43 to 65 %; C) HC reduces RV by 2.5 to 8 times as compared to MVC, promoting compressor physical size reduction; D) HC η E has very high values, 0.62 ≤ η E ≤ 0.78; E) T≤he HC2 COP, RV and η E values are better than those of HC1.
DOI: 10.5281/zenodo.580803
title: Modeling Of The Nup84 Subcomplex Of The Nuclear Pore Complex

description: These scripts demonstrate the use of IMP, MODELLER, and PMI in the modeling of the Nup84 complex using 286 DSS/EDC chemical cross-links and an electron microscopy (EM) 2D class average.

First, MODELLER is used to generate initial structures for the individual components in the Nup84 complex. Then, IMP is used to model these components using DSS/EDC crosslinks and the electron microscopy 2D class average for the entire Nup84 complex.
DOI: 10.5281/zenodo.581188
title: Data For Manuscript "Automatic Detection Of Orientation Entropy Within Scenes"

description: Raw Neuropscan .cnt data for 15 participants with conditions and stimulus order described in the logbook for each participant.
DOI: 10.14457/kmutnb.the.2006.240
title: ผลเฉลยเชิงตัวเลขของสมการเชิงอนุพันธ์ย่อย สำหรับแบบจำลองการนำความร้อนจากภายนอกสู่ภายในโรงเรือนเลี้ยงสัตว์ปีก /
DOI: 10.14457/kmutnb.the.2006.241
title: การออกแบบเครื่องแลกเปลี่ยนความร้อนแบบแผ่นบนโครง สำหรับกระแสของไหลมากกว่าสองกระแส โดยใช้วิธีการวิเคราะห์พินซ์ /
DOI: 10.14457/kmutnb.the.2006.242
title: แนวทางการเตรียมความพร้อมเพื่อขอรับรองมาตรฐานฮาลาล ของอุตสาหกรรมการผลิตอาหารฮาลาลในประเทศไทย /
DOI: 10.14457/kmutnb.the.2006.243
title: การพัฒนาบทเรียนคอมพิวเตอร์ช่วยสอนแบบมัลติมีเดียบนเครือข่ายอินเตอร์เน็ต วิชาวงจรไอซีและการประยุกต์ใช้งาน หลักสูตรประกาศนียบัตรวิชาชีพ พุทธศักราช 2545 (ปรับปรุง พ.ศ.2546) สำนักงานคณะกรรมการการอาชีวศึกษา /
DOI: 10.3886/e100643v1
title: ETA 203: Characteristics of the Insured Unemployed

description: The ETA 203 report provides information, by state and for the Nation, about the characteristics of Unemployment Insurance (UI) claimants. This data is useful in describing the population of claimants and determining how that population changes over time and under various conditions. It can also be compared with characteristic figures of the total unemployed as published by the Bureau of Labor Statistics (BLS).
description: These data have been collected monthly
DOI: 10.5517/ccdc.csd.cc128x3c
title: CCDC 991662: Experimental Crystal Structure Determination

description: Related Article: Yuqin Wu, Lidong Li, Qiong Hu, Fei Yin, Yadong Hu, Hao Zhang, Yimin Hu|2014|Huaxue Tongbao|77|1219|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.14457/kmutnb.the.2005.3
title: การประยุกต์ใช้โครงข่ายประสาทเทียมในการแปลงหน้าที่ทางคุณภาพ : กรณีศึกษาผลิตภัณฑ์เครื่องเรือนชุดห้องนอน /
DOI: 10.14457/kmutnb.the.2006.244
title: การศึกษาความสอดคล้องของสมรรถนะผู้สำเร็จการศึกษาหลักสูตรประกาศนียบัตรวิชาชีพชั้นสูง (ปวส.) ประเภทวิชาช่างอุตสาหกรรม สาขาวิชาช่างยนต์ กับความต้องการของสถานประกอบการรถยนต์ ในเขตกรุงเทพมหานคร /
DOI: 10.14457/kmutnb.the.2006.245
title: การพัฒนาประสิทธิภาพในกระบวนการผลิตเครื่องประดับ กรณีศึกษา : โรงงานเครื่องประดับ /
DOI: 10.14457/kmutnb.the.2006.246
title: การสร้างและหาประสิทธิภาพบทเรียนคอมพิวเตอร์ช่วยสอนระบบมัลติมีเดีย วิชา วงจรไฟฟ้า 1 ตามหลักสูตรประกาศนียบัตรวิชาชีพ สำนักงานคณะกรรมการการอาชีวศึกษา พ.ศ.2545 (ฉบับปรับปรุง พ.ศ.2546) /
DOI: 10.14457/kmutnb.the.2006.247
title: ระบบการวัดสัญญาณคลื่นไฟฟ้าหัวใจแบบไร้สาย /
DOI: 10.14457/kmutnb.the.2006.248
title: การสนับสนุนเรื่องความปลอดภัยและอนามัย ในการทำงานขององค์การพฤติกรรมความปลอดภัยและคุณภาพชีวิต ในการทำงานของพนักงานบริษัทปูนซิเมนต์ไทย ทุ่งสง จำกัด /
DOI: 10.14457/kmutnb.the.2006.249
title: พฤติกรรมการหลุดลอกของแผ่นใยสังเคราะห์ที่ใช้เสริมกำลังให้กับคาน คสล. /
DOI: 10.14457/kmutnb.the.2006.250
title: การติดตามประเมินผลการใช้หลักสูตรการฝึกเตรียมเข้าทำงาน สาขาช่างซ่อมคอมพิวเตอร์ ของกรมพัฒนาฝีมือแรงงาน กระทรวงแรงงาน /
DOI: 10.15142/t3m88q
title: Predictive Mathematical Model for Polyhydroxybutyrate Synthesis in Escherichia coli
DOI: 10.14457/kmutnb.the.2005.4
title: การศึกษาการกระจายอุณหภูมิและความเร็วของกระแสอากาศร้อน ในแบบจำลองสามมิติของห้องอบรมควันยางแผ่นดิบ โดยใช้การคำนวณทางพลศาสตร์ของไหล /
DOI: 10.14457/kmutnb.the.2006.251
title: การประเมินสถานการณ์ปัจจัยภายในของกลุ่มผู้ผลิตวิสาหกิจขนาดกลางและขนาดย่อม ในโครงการสินค้าหนึ่งตำบลหนึ่งผลิตภัณฑ์ ระดับ 3-5 ดาว /
DOI: 10.14457/kmutnb.the.2006.252
title: การพัฒนาบทเรียนคอมพิวเตอร์ช่วยสอนบนเครือข่ายอินเตอร์เน็ต วิชาโครงสร้างและการทำงานระบบคอมพิวเตอร์ หลักสูตรบริหารธุรกิจบัณฑิต สาขาวิชาเทคโนโลยีสารสนเทศธุรกิจ มหาวิทยาลัยธุรกิจบัณฑิตย์ /
DOI: 10.14457/kmutnb.the.2006.253
title: การบำบัดน้ำเสียจากโรงงานหมึกพิมพ์ โดยกระบวนการโอโซเนชั่น ร่วมกับการลอยตะกอนด้วยหลักการละลายของอากาศ /
DOI: 10.14457/kmutnb.the.2006.254
title: แบคเทอรี่โอซินจากแบคทีเรียกรดแลคติกจากไส้กรอกเปรี้ยว : ผลของความร้อนต่อประสิทธิภาพการยับยั้ง และการศึกษาการทำงานร่วมกัน /
DOI: 10.14457/kmutnb.the.2006.255
title: การตรวจจับการเปลี่ยนช็อตบนวิดีโอ โดยการวิเคราะห์ตามเนื้อหาของภาพด้วยควอดทรี /
DOI: 10.14457/kmutnb.the.2006.256
title: การตรวจสอบความปลอดภัยของสถานที่ก่อสร้าง /
DOI: 10.14457/kmutnb.the.2006.257
title: แผนแบบทางเศรษฐศาสตร์ของแผนภูมิควบคุมค่าเฉลี่ย โดยวิธีการถ่วงน้ำหนักจากความแปรปรวน วิธีการถ่วงน้ำหนักจากความแปรปรวน ที่มีการประมาณค่าด้วยอัตราส่วนและวิธีการของชีวฮาร์ท กรณีข้อมูลมีความเบ้ /
DOI: 10.6073/pasta/ba2c71481f0a8d661c1f3d0621468b7d
title: Regional drinking water quality monitoring program: long-term monitoring of water quality
      in select canals, reservoirs, and treatment plants of the greater Phoenix metropolitan area
      drinking water system, ongoing since 1998
DOI: 10.14457/kmutnb.the.2006.258
title: การใช้น้ำมันหอมระเหยในที่ทำงานที่มีผลต่อความพึงพอใจสภาพแวดล้อมในการทำงาน และผลการปฏิบัติงานของพนักงาน /
DOI: 10.14457/kmutnb.the.2006.259
title: สาเหตุความล่าช้าของผู้รับเหมาก่อสร้างในโครงการก่อสร้างอาคารขนาดใหญ่ /
DOI: 10.14457/kmutnb.the.2006.260
title: วงจรกรองผ่านแถบแบบสองแถบความถี่ โดยใช้เรโซเนเตอร์แฮร์พิน ที่มีอิมพิแดนซ์แบบขั้นสำหรับระบบเครือข่ายไร้สาย /
DOI: 10.5281/zenodo.579768
title: Wikipedia English Text

description: English text wikipedia dump
DOI: 10.5281/zenodo.581647
title: Question Oriented Software Text Retrieval

description: Dataset-1: Question-answer pairs on “Lucene” collected from StackOverflow. As mentioned in paper [36], we first get 5,587 questions and 7,872 answers from the StackOverflow with tag “lucene”, where 1,826 questions with positive votes are kept and labeled. We use these question and their 2,460 answers for original classifier training and testing.

Dataset-2: Question-answer pairs on “Java” collected from StackOverflow. We need more data to train the classifier models and evaluate our approach. Then we extend our data collection scope and randomly pick 50,000 questions with tag “Java” on StackOverflow. It may cost too much time if we judge the types of these question accurately and manually. We filter all the questions using regular expressions (e.g. the question includes phrases “how to” , “how can” or “what is the best way to”, etc., are labeled with “how to” tag). Finally, 11,003 questions and the corresponding 16,255 answers are selected. Table IV briefly describes these two datasets.

Dataset-3: FAQs of seven well-known open source projects. In software development, FAQs are used by many projects as part of their documentation. Compared with the data from StackOverflow, the FAQs are more formal and accurate. We want to investigate whether our approach is valid in search- ing these questions’ answers and whether the classifiers are affected by our learning examples. Table V illustrates the 7 open source projects and the numbers of their FAQs. All of them are the top level projects (TLPs) in Apache.
DOI: 10.5255/ukda-sn-852224
title: Behavioural and eyetracking data using the Director task
DOI: 10.5281/zenodo.581409
title: Level A Pan Europe Solar Index For Estimation Of Potential Evaporation July

description: Solar Index for estimation of Potential evaporation July. Solar Index (SI) maps are input needed for spatial estimation of potential evaporation by using modified Blaney Criddle method (Schrödter 1985, Parajka et al., 2003). SI maps are available for each month. SI maps are available for each month. Spatial resolution: 1km2. Solar Index maps (SI_xxx) for estimation of potential evaporation by using modified Blaney Criddle method. Maps are available for each month (xxx). Format ArcGIS ASCII grid. Maps are estimated from GTOPO30 DEM. Coordinates: geographical. SI index is estimated in GIS GRASS (r.sun module).
DOI: 10.5061/dryad.vc6p9/2
title: Dryad Item 10.5061/DRYAD.VC6P9/2

description: (:tba)
DOI: 10.5281/zenodo.581410
title: Level A Pan Europe Solar Index For Estimation Of Potential Evaporation August

description: Solar Index for estimation of Potential evaporation August. Solar Index (SI) maps are input needed for spatial estimation of potential evaporation by using modified Blaney Criddle method (Schrödter 1985, Parajka et al., 2003). SI maps are available for each month. SI maps are available for each month. Spatial resolution: 1km2. Solar Index maps (SI_xxx) for estimation of potential evaporation by using modified Blaney Criddle method. Maps are available for each month (xxx). Format ArcGIS ASCII grid. Maps are estimated from GTOPO30 DEM. Coordinates: geographical. SI index is estimated in GIS GRASS (r.sun module).
DOI: 10.5255/ukda-sn-852716
title: Is romantic desire predictable? Machine learning applied to initial romantic attraction
DOI: 10.5281/zenodo.581130
title: Ensembl R88 Saccharomyces Cerevisia Linksets V0.90

description: Ensembl Saccharomyces Cerevisia LinkSets

 Gene - Transcript - Protein
DOI: 10.5281/zenodo.581411
title: Level A Pan Europe Solar Index For Estimation Of Potential Evaporation September

description: Solar Index for estimation of Potential evaporation September. Solar Index (SI) maps are input needed for spatial estimation of potential evaporation by using modified Blaney Criddle method (Schrödter 1985, Parajka et al., 2003). SI maps are available for each month. SI maps are available for each month. Spatial resolution: 1km2. Solar Index maps (SI_xxx) for estimation of potential evaporation by using modified Blaney Criddle method. Maps are available for each month (xxx). Format ArcGIS ASCII grid. Maps are estimated from GTOPO30 DEM. Coordinates: geographical. SI index is estimated in GIS GRASS (r.sun module).
DOI: 10.5281/zenodo.581143
title: Ensembl R88 Saccharomyces Cerevisia Linksets V0.91

description: Ensembl Saccharomyces Cerevisia LinkSets

 Gene - Transcript - Protein
DOI: 10.5281/zenodo.581412
title: Level A Pan Europe Solar Index For Estimation Of Potential Evaporation October

description: Solar Index for estimation of Potential evaporation October. Solar Index (SI) maps are input needed for spatial estimation of potential evaporation by using modified Blaney Criddle method (Schrödter 1985, Parajka et al., 2003). SI maps are available for each month. SI maps are available for each month. Spatial resolution: 1km2. Solar Index maps (SI_xxx) for estimation of potential evaporation by using modified Blaney Criddle method. Maps are available for each month (xxx). Format ArcGIS ASCII grid. Maps are estimated from GTOPO30 DEM. Coordinates: geographical. SI index is estimated in GIS GRASS (r.sun module).
DOI: 10.5281/zenodo.581414
title: Level A Pan Europe Solar Index For Estimation Of Potential Evaporation November

description: Solar Index for estimation of Potential evaporation November. Solar Index (SI) maps are input needed for spatial estimation of potential evaporation by using modified Blaney Criddle method (Schrödter 1985, Parajka et al., 2003). SI maps are available for each month. SI maps are available for each month. Spatial resolution: 1km2. Solar Index maps (SI_xxx) for estimation of potential evaporation by using modified Blaney Criddle method. Maps are available for each month (xxx). Format ArcGIS ASCII grid. Maps are estimated from GTOPO30 DEM. Coordinates: geographical. SI index is estimated in GIS GRASS (r.sun module).
DOI: 10.18462/iir.cals.2016.28
title: Newly designed Tissue/cell storage bag for cryopreserved homograft by application of CO2 laser welding technique.

description: Cryopreserved heart valve allografts (homografts) are packed in heat-sealed fluorinated ethylene propylene (FEP) film bag and stored under vapor phase of liquid nitrogen. Supply of those specific storage bags are very limited, and obtained from limited industries. On the other hand, sealing technique by CO2 laser enables secure closure using its high temperature (over 500 °C) beam, gives flexibility in sealing line design (not only straight but also any kind of curve or circle), and wider source of product supply can be expected with reasonable cost. This study is to assess the quality of newly designed tissue / cell storage bag for cryopreservation as domestic products by CO2 laser welding method, which enables drawing any types of sealing line (straight, curve) under any ambient temperature. Using CO2 laser (Firestar V40, Synrad Co. Ltd, USA), we designed homograft storage bag with FEP films (0.1 mm thick) under several sealing conditions (sealing width, laser intensity), with fixed operating speed (5 mm·s-1). We assessed the quality of welding line, and changes in neighboring film condition. Stability of welding was best achieved by laser intensity at 10.5 Watt (W), and acceptable at 13.5 W. Tensile test revealed that the line was stable against 20 Newton when sealing was done with laser intensity more than 10.5 W. We have also assessed structural changes of the sealing line and the neighboring film by polarizing microscope, which revealed fine foam formation at sealing line when laser intensity was high. CO2 laser sealing method is feasible in its stability and strength, and quality of the line was achieved when performed by appropriate laser intensity.
DOI: 10.5281/zenodo.581416
title: Level A Pan Europe Solar Index For Estimation Of Potential Evaporation December

description: Solar Index for estimation of Potential evaporation December. Solar Index (SI) maps are input needed for spatial estimation of potential evaporation by using modified Blaney Criddle method (Schrödter 1985, Parajka et al., 2003). SI maps are available for each month. SI maps are available for each month. Spatial resolution: 1km2. Solar Index maps (SI_xxx) for estimation of potential evaporation by using modified Blaney Criddle method. Maps are available for each month (xxx). Format ArcGIS ASCII grid. Maps are estimated from GTOPO30 DEM. Coordinates: geographical. SI index is estimated in GIS GRASS (r.sun module).
DOI: 10.5281/zenodo.581417
title: Level A Pan Europe Soils, E-Hype 2.5

description: Describes soil type as one of 5 soils classes: Forest soil, Agricultural soil, Other and &gt; 500 m (shallow), Rice soil, Organic soil. This is a temporary solution as soil-type from the European soils database (ESDB) had problems describing soil types over northern Europe. Soil type was instead inferred from land use class from the land use data provided on this site based on the assumption that landuse generally follows soil suitability. Data is presented as the percentage of each soil-type within each subbasin (i.e. subbasin level) OR the percentage of each soil-type distributed over the subbasin's total catchment (including basins upstream of the local subbasin) area of E-HYPE2.5 (i.e. catchment level, mean area 215 km2). Original data source: Based on the landuse data provided on this site. Rice fields according toCLC2000 and GLC2000 Asia, and average subbasin elevation according to HYDOSHEDS/HYDRO1K Tools for repurposing: WHIST. Data formate: Table (Excel file) with unique subID which could be linked to the shapefile EHYPE_polygons_v2pt5.shp.