cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25584/3001598
title: DataSet for Elucidating molecular level interfacial interactions between a de novo protein and nucleated calcite with solid-state NMR

description: Biomineralization is the process by which organisms use biomolecules to produce hierarchically structured organic-inorganic composites. Using biology as inspiration, a protein construct (FD31) was previously designed to accelerate formation of nano-calcite with an unconventional {110} face. To understand the molecular interactions essential for protein aided calcite nucleation, solid-state nuclear magnetic resonance (ssNMR) spectroscopy was used in this work to characterize the FD31-calcite interface at the atomic level. Glutamic acid side chains designed to interact directly with calcium ions on the surface were found to have dynamics on the sub-millisecond timescale, indicating possible interactions between the protein and surface waters that were not included in the original model. Dipolar ssNMR recoupling techniques also showed that the protein backbone is ~2 Å closer to the surface than in the original docking model. Refined molecular simulations were done in the presence of explicit waters, which resulted in the protein backbone closer to the surface than in the original docking structure, providing better agreement with experiment and highlighting the important role played by water in FD31-calcite interactions. These studies provide the first experimental evidence to confirm that FD31 interactions with calcite are localized to the surface of the protein designed to serve as a template. However, these studies do indicate a more dynamic binding and closer binding mode between FD31 and the nucleated surface than originally proposed. In all, this enhanced molecular insight into the FD31-calcite interface has advanced our fundamental understanding of the atomic interactions at the organic-inorganic interface and will aid in the design of biological templates for the nucleation of inorganic crystals.
DOI: 10.5281/zenodo.17602108
title: Plate 6.2 Isotopes in the Water Cycle
title: Tafel 6.2 Isotope im Wasserkreislauf
title: Planche 6.2 Isotopes dans le cycle de l´eau
title: Tavola 6.2 Isotopi nel ciclo dell´acqua

description: Most elements constituting matter are composed of a mixture of stable and radiogenic isotopes differing one from the other by their number of neutrons in the atomic nucleus. These isotopes are present in all waters and represent ideal natural tracers for hydrologic processes.
description: Die meisten chemischen Elemente bestehen aus einem Gemisch stabiler und radioaktiver Isotope, die sich durch die Anzahl der im Atomkern vorhandenen Neutronen voneinander unterscheiden. Diese Isotope sind in allen Wässern vorhanden und eignen sich deshalb als natürliche Tracer besonders gut für die Untersuchung hydrologischer Phänomene.
description: La plupart des éléments constituant la matière représente un mélange d’isotopes stables ou radioactifs qui diffèrent les uns des autres par le nombre de neutrons contenus dans leur noyau atomique. Ces isotopes sont présents en effet dans toutes les eaux, et sont de ce point de vue les traceurs naturels idéaux des phénomènes hydrologiques.
description: La maggior parte degli elementi costitutivi della materia elementare si compongono di una amalgama di isotopi stabili o radioattivi differenziabili tra loro grazie al numero di neutroni di cui è composto il nucleo dell’atomo. Detti isotopi si ritrovano in ogni tipo di acqua e sono quindi da considerarsi come i traccianti naturali ideali dei processi idrologici.
DOI: 10.5281/zenodo.17602107
title: Plate 6.2 Isotopes in the Water Cycle
title: Tafel 6.2 Isotope im Wasserkreislauf
title: Planche 6.2 Isotopes dans le cycle de l´eau
title: Tavola 6.2 Isotopi nel ciclo dell´acqua

description: Most elements constituting matter are composed of a mixture of stable and radiogenic isotopes differing one from the other by their number of neutrons in the atomic nucleus. These isotopes are present in all waters and represent ideal natural tracers for hydrologic processes.
description: Die meisten chemischen Elemente bestehen aus einem Gemisch stabiler und radioaktiver Isotope, die sich durch die Anzahl der im Atomkern vorhandenen Neutronen voneinander unterscheiden. Diese Isotope sind in allen Wässern vorhanden und eignen sich deshalb als natürliche Tracer besonders gut für die Untersuchung hydrologischer Phänomene.
description: La plupart des éléments constituant la matière représente un mélange d’isotopes stables ou radioactifs qui diffèrent les uns des autres par le nombre de neutrons contenus dans leur noyau atomique. Ces isotopes sont présents en effet dans toutes les eaux, et sont de ce point de vue les traceurs naturels idéaux des phénomènes hydrologiques.
description: La maggior parte degli elementi costitutivi della materia elementare si compongono di una amalgama di isotopi stabili o radioattivi differenziabili tra loro grazie al numero di neutroni di cui è composto il nucleo dell’atomo. Detti isotopi si ritrovano in ogni tipo di acqua e sono quindi da considerarsi come i traccianti naturali ideali dei processi idrologici.
DOI: 10.5258/soton/wp00850
title: High spatial resolution building characteristics for the Global South, based on Google Open Buildings 2.5D Temporal Dataset (2016-2023), version 1.0

description: This data release provides 100-m resolution building characteristics dataset for the Global South covering each year from 2016 to 2023, derived from Google OBT.
These data were produced by the WorldPop Research Group at the University of Southampton in collaboration with researchers at the University of Bristol. This work was part of the FuturePop: Constructing high spatial resolution population projections and supporting the provision, access and updates of WorldPop spatial demographic datasets project, funded by the Wellcome Trust (grant 308679/Z/23/Z).
DOI: 10.15468/dl.2ztce3
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (, , , , , , , , , , , Phoebe bournei, , , , , Persea bournei, , , , , , , , , , , , , , , , Phoebe acuminata, , Phoebe blepharopus, , , , , , Machilus bournei, , , )",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 118 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031245-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5255/ukda-sn-858146
title: Northeast Nigerian Food System Data, 2020

description: This dataset captures household food system and food security conditions in Northeast Nigeria using a mixed-methods, transdisciplinary design. The core is a household survey (target = 400, realized n = 375) collected via multistage random sampling across two case-study states (Taraba and Gombe) during Feb–Mar 2020 (2 states, 4 agri zones, 8 LGAs ? 16 communities, 25 households each). Qualitative components comprise six focus group discussions and a stakeholder consultation (farmers, extension agents, agronomist, food scientist, agricultural economist) that informed causal loop diagrams (CLDs) and a system dynamics model. The survey covers demographics; crop–livestock production and diversity; labour and costs; markets and forest foods; income and expenditures; and food consumption with a Dietary Diversity Score (DDS) module following FAO/FANTA groupings. Data were cleaned and analysed with descriptive statistics and system-thinking tools (Vensim). Fieldwork followed ethics approval and COVID-19 safety protocols.
DOI: 10.5281/zenodo.17601118
title: ASCOT input for SPARC for scaling testing

description: This is an ASCOT input for SPARC alpha-slowing-down simulation. This test case represents a modeled reference scenario similar to that design point (see Creely et al. J. Plasma Phys. (2020)), with an assumed 140 MW of fusion power. The magnetic field model includes realistic perturbations arising from the finite number of toroidal field coils, while the plasma profiles are obtained from transport simulations. The wall is represented by a simplified geometric model of the actual structure.This test case is intended for exploring how ASCOT simulations scale on GPU/CPU clusters, and the markers and the simulation options are chosen to reflect that. To ensure it finishes in reasonable time, the simulation does not cover the full alpha population over the entire slowing-down time (~0.5 s). Instead, it focuses on alphas born near the plasma edge, which are most prone to prompt losses, and the simulation time is limited to cover only the prompt losses.
DOI: 10.5281/zenodo.17601117
title: ASCOT input for SPARC for scaling testing

description: This is an ASCOT input for SPARC alpha-slowing-down simulation. This test case represents a modeled reference scenario similar to that design point (see Creely et al. J. Plasma Phys. (2020)), with an assumed 140 MW of fusion power. The magnetic field model includes realistic perturbations arising from the finite number of toroidal field coils, while the plasma profiles are obtained from transport simulations. The wall is represented by a simplified geometric model of the actual structure.This test case is intended for exploring how ASCOT simulations scale on GPU/CPU clusters, and the markers and the simulation options are chosen to reflect that. To ensure it finishes in reasonable time, the simulation does not cover the full alpha population over the entire slowing-down time (~0.5 s). Instead, it focuses on alphas born near the plasma edge, which are most prone to prompt losses, and the simulation time is limited to cover only the prompt losses.
DOI: 10.15468/dl.ne4xex
title: Occurrence Download

description: A dataset containing 2009 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 2009 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031247-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjzzvp
title: Occurrence Download

description: A dataset containing 481 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agave cupreata"
 ]
}

 The dataset includes 481 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031246-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17602181
title: D-PLACE dataset derived from Murdock et al. 1999 'Ethnographic Atlas'

description: Cite the source of the dataset as:




Murdock, G. P., R. Textor, H. Barry, III, D. R. White, J. P. Gray, and W. T. Divale. 1999. Ethnographic Atlas. World Cultures 10:24-136 (codebook)
DOI: 10.15468/dl.g6b77m
title: Occurrence Download

description: A dataset containing 3313827 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus"
 ]
}

 The dataset includes 3313827 records from 3907 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031217-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/shnu-wwqe
title: Inorganics in air and particle phase at Saint-Nazaire-le-Désert

description: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert
DOI: 10.48597/t3sx-aqte
title: Sulphate_corrected at Saint-Nazaire-le-Désert

description: Measurement of Sulphate_corrected at Saint-Nazaire-le-Désert
DOI: 10.48597/4c78-qvut
title: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert

description: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert
DOI: 10.48597/p2df-vwrf
title: Inorganics in air and particle phase at Saint-Nazaire-le-Désert

description: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert
DOI: 10.48597/35ry-34z3
title: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert

description: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert
DOI: 10.15468/dl.er5y8p
title: Occurrence Download

description: A dataset containing 83082 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Serinus canaria (Linnaeus, 1758)"
 ]
}

 The dataset includes 83082 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001175-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/ben9-vdvh
title: Measurement of Sulphate_corrected at Saint-Nazaire-le-Désert

description: Measurement of Sulphate_corrected at Saint-Nazaire-le-Désert
DOI: 10.48597/298y-hwb4
title: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert

description: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert
DOI: 10.48597/4yea-n5kh
title: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert

description: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert
DOI: 10.48597/63rs-e3m9
title: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert

description: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert
DOI: 10.48597/7bye-pn2n
title: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert

description: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert
DOI: 10.48597/gngh-hp4q
title: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert

description: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert
DOI: 10.48597/qrr6-u3d7
title: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert

description: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert
DOI: 10.48597/qvbd-bgmt
title: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert

description: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert
DOI: 10.48597/t3yr-ngnj
title: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert

description: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert
DOI: 10.48597/h4ge-d5a8
title: Inorganics in air and particle phase at Saint-Nazaire-le-Désert

description: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert
DOI: 10.48597/uupu-23bq
title: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert

description: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert
DOI: 10.48597/5qke-84y7
title: Inorganics in air and particle phase at Saint-Nazaire-le-Désert

description: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert
DOI: 10.48597/vrqt-4f7g
title: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert

description: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert
DOI: 10.48597/2xxc-4fzw
title: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert

description: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert
DOI: 10.48597/33xt-g58b
title: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert

description: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert
DOI: 10.48597/4cms-mjts
title: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert

description: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert
DOI: 10.48597/anz5-9xu5
title: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert

description: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert
DOI: 10.48597/mfzc-97m4
title: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert

description: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert
DOI: 10.48597/mwvx-dahd
title: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert

description: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert
DOI: 10.60656/874a88b55ca94cfb
title: Custom collection of MWR brightness temperature, MWR multiple pointing, and MWR single pointing data from Chilbolton on 25 Apr 2025
DOI: 10.48597/n9sx-92nm
title: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert

description: Measurement of Inorganics in air and particle phase at Saint-Nazaire-le-Désert
DOI: 10.15468/dl.ub4dc6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Leptodactylus albilabris (Günther, 1859))",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015900-250525065834625/datasets/export for details.
DOI: 10.15468/dl.5g5f2e
title: Occurrence Download

description: A dataset containing 373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Leptodactylus albilabris (Günther, 1859))",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 373 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015899-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mp7njs
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-980.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammillaria scrippsiana (Britton & Rose) Orcutt"
 ]
}

 The dataset includes 118 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015898-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fepfde
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Leptodactylus albilabris (Günther, 1859))",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015901-250525065834625/datasets/export for details.
DOI: 10.14457/stou.the.2017.204
title: ปัจจัยที่มีความสัมพันธ์ต่อความสามารถในการชำระหนี้เงินกู้ระยะสั้นของสมาชิกสหกรณ์การเกษตรเชียงคำ จำกัด จังหวัดพะเยา

description: การศึกษาครั้งนี้มีวัตถุประสงค์เพื่อศึกษา 1) ปัจจัยที่มีความสัมพันธ์ต่อการชำระหนี้เงินกู้ระยะสั้น 2) ระดับความสำคัญของปัจจัยที่มีความสัมพันธ์ต่อการชำระหนี้เงินกู้ระยะสั้น 3) ความสัมพันธ์ของปัจจัยด้าน ต่างๆ ที่เกี่ยวกับการชำระหนี้เงินกู้ระยะสั้น และ 4) ระดับความสำคัญของข้อเสนอแนะในการแก้ไขปัญหาการ ชำระหนี้เงินกู้ระยะสั้นของสมาชิกสหกรณ์การเกษตรเชียงคำ จำกัด การศึกษาครั้งนี้เป็นการวิจัยเชิงสำรวจ ประชากรที่ใช้ศึกษาคือสมาชิกสหกรณ์ที่มีหนี้เงินกู้ระยะสั้น คงเหลือ ณ 31 มีนาคม 2560 จำนวน 806 รายกำหนดขนาด ตัวอย่าง โดยใช้สูตรของยามาเน่ที่ค่าความคลาดเคลื่อน 0.08 จำนวน 156 คน สุ่มตัวอย่างอย่างง่ายเป็นสมาชิกที่ชำระและชำระไม่ได้ภายในกำหนดตามสัดส่วนร้อยละ 43 และ 57 สถิติที่ใช้ในการวิเคราะห์ข้อมูล ได้แก่ ค่าความถี่ ค่าร้อยละ ค่าเฉลี่ย ส่วนเบี่ยงเบนมาตรฐาน และสถิติ ทดสอบไคสแควร์ ผลการศึกษาพบว่า 1) ปัจจัยส่วนบุคคลของสมาชิก ส่วนใหญ่เป็นเพศชายอายุ 41–55 ปี ศึกษาระดับ มัธยมศึกษา/ปวช./ปวส. สมรสแล้ว ระยะเวลาการเป็นสมาชิก 11-25 ปี สมาชิกในครอบครัว 3-4 คน ประกอบอาชีพได้ 2-3 คน อาชีพหลักทำนา อาชีพรองรับจ้างทั่วไป มีกรรมสิทธิ์ในที่ดิน มีพื้นที่ทำการเกษตรน้อยกว่า 10 ไร ่ ่ มีหนี้เงินกู้ระยะสั้นคงเหลือกับสหกรณ์ 51,000 บาทขึ้นไป ใช้บุคคลค้ำประกัน ปัจจัยด้านเศรษฐกิจ สมาชิกส่วนใหญ่มีรายได้ และรายจ่ายในและนอกภาคการเกษตร 50,000 บาทและน้อยกว่า มีหนี้สินกับสถาบันการเงินสูงกว่า 100,000 บาท และมีมูลค่าสินทรัพย์สูงกว่า 500,000 บาท 2) ระดับความสำคัญของปัจจัยที่เกี่ยวข้องกับความสามารถในการ ชำระหนี้ สมาชิกที่ชำระได้ภายในกำหนด โดยรวมระดับความสำคัญอยู่ในระดับมาก ส่วนสมาชิกที่ชำระไม่ได้ ภายในกำหนด โดยรวมระดับความสำคัญอยู่ในระดับปานกลาง 3) ความสัมพันธ์ของปัจจัยด้านต่างๆ กับ ความสามารถในการชำระหนี้พบว่า ทุกปัจจัย ได้แก่ ปัจจัยส่วนบุคคลของสมาชิก ด้านเศรษฐกิจของสมาชิก ด้าน พฤติกรรมของสมาชิก ด้านการผลิต ด้านการตลาด ด้านภัยธรรมชาติและด้านการนโยบายของรัฐ มีความสัมพันธ์ อย่าง มีนัยสำคัญทางสถิติที่ระดับ 0.05 4) ระดับความสำคัญของข้อเสนอแนะในการแก้ไขปัญหาใน การชำระหนี้ของสมาชิกทั้งที่ชำระได้ภายในกำหนดและชำระหนี้ไม่ได้ภายในกำหนด ระดับความสำคัญโดยรวม อยู่ในระดับมากที่สำคัญคือ คณะกรรมการพิจารณาการอนุมัติสินเชื่อโดยความรัดกุมวิเคราะห์ลูกหนี้และศักยภาพ ลูกหนี้ การติดตามเร่งรัดหนี้อย่างต่อเนื่อง และการนำเงินกู้ไปใช้ให้ตรงตามวัตถุประสงค์ ตามลำดับ