cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/m8gvd8sb66.2
title: Prevalence of Child Maltreatment in Ecuador Using the ICAST-R

description: Hypothesis and Data Analysis: A descriptive analysis was conducted to examine the prevalence of physical, emotional, and sexual abuse. Chi Square statistics were conducted to compare the prevalence of maltreatment for males and females. Cohen h effect sizes for differences between proportions were computed Participants: A representative sample from the largest universities in Quito, Ecuador (M=1,579, F= 1,554) completed an Ecuadorian adaptation of the Spanish version of the ICAST-R. The various university authorities were contacted for permission to collect the data from students on their sites. A convenient sample of university professors was then contacted and requested permission to allow a research assistant to come into their classrooms at their convenience. Only classrooms arranged with individual desks were included in this study. In each classroom students were first given the consent forms. Then, the ICAST-R questionnaire was distributed to those students who agreed to participate. The response rate for this study was high (98%). The students who did not consent were requested to stay silent and remain in their own individual chairs. After completion of the questionnaire, participants were to put the questionnaire in a slotted box located in the front desk. The research assistant responded to questions and remained in the classroom until all students had finished. Results: The results of the present study indicate that close to half of the participants experience some kind of physical (47.6%) and emotional (53%) maltreatment during their childhood. For physical abuse, females mentioned their mothers, while males mentioned both parents and peers as the most common perpetrators. For emotional abuse, both males and females mentioned same-sex peers and parents as the most frequent perpetrators. Childhood sexual abuse was reported by 15.52% of the participants. For girls, most of the abuse came from adult males, whereas in the case of boys, young females were the most common sexual abuse perpetrators. Conclusions: The results of this study compared with the worldwide trend observed in meta-analysis of studies in the field indicate that our Ecuadorian sample resembles the prevalence of sexual abuse and exceeds the prevalence of physical and emotional maltreatment. The gender-specific patterns that emerged in the present study indicate that the kinds of child maltreatment and the contexts in which they occur differ for girls and boys.
DOI: 10.17632/544c8pmzw5.2
title: Support script for the article "A double shift self-calibration method for micro XY stages"

description: Example script for the self calibration methodology described in the article.
DOI: 10.17632/xhtzm979j2.1
title: Personality, Mindset, & Sport Performance Anxiety

description: We examined personality traits, beliefs about controlling anxiety (mindset), and sport performance anxiety (SPA) of currently enrolled college student-athletes. Results suggest that certain personality traits and mindset have incremental effects on SPA.
DOI: 10.25345/c5tw32
title: MassIVE MSV000083310 - LDB
title: LDB, Lichen Database, constitutes an MS/MS database of over 250 molecules extracted from lichenized fungi (lichens). This data set is the first recent attempt to assemble a large amount of chemical data on lichens in order to facilitate the identification of secondary metabolites by molecular networking.
DOI: 10.17632/ts2rb3s456.1
title: Data for: Rain noise removal from single image via residual deep convolutional neural network
DOI: 10.7487/2019.11.1.1162
title: EHD monthly lifeforms

description: CPR monthly lifeforms for MSFD for EHD regions, 1946 to 2014
DOI: 10.5281/zenodo.2537797
title: Domain-Independent Reviews' Sentiment Polarity Classification using Shallow Word2Seq Convolutional Neural Network

description: Reviews and comments are perceptions about specific services or products. They are embedded with hidden sentiments the reviewer has towards certain subjects. Business owners use customer reviews to understand customers’ perceptions about specific services or products. The ability to understand reviews’ sentiment from different domains or areas give decision makers and business owners the opportunity to make critical business decisions which can help them to increase profits of their businesses. Previous studies had focussed on classifying sentiment polarity by using traditional machine learning and deep learning methods. However, these suffered from low model generalization ability, causing the models to perform better only on single domain datasets rather than multiple domain datasets. The problem is the inability of the classification model to learn domain-restricted knowledge from multi-domain datasets. Aiming to improve the accuracy of the cross-domain classification, this paper proposes a method which uses Word2Seq Convolutional Neural Network (CNN) to classify reviews’ sentiment across multiple domain datasets (i.e. digital worker, movie, product, hotel and restaurant reviews). The evaluation showed that the proposed method had achieved the state-of-the-art performance. The high classification performance also promoted the reliability and effectiveness of implementing the Word2Seq CNN to classify reviews’ sentiment across different domains and learn domain restricted knowledge while improving the model generalization ability.

The uploaded dataset is a sampled dataset with 5000 observations for both training and testing sets.
DOI: 10.5281/zenodo.2537798
title: Domain-Independent Reviews' Sentiment Polarity Classification using Shallow Word2Seq Convolutional Neural Network

description: Reviews and comments are perceptions about specific services or products. They are embedded with hidden sentiments the reviewer has towards certain subjects. Business owners use customer reviews to understand customers’ perceptions about specific services or products. The ability to understand reviews’ sentiment from different domains or areas give decision makers and business owners the opportunity to make critical business decisions which can help them to increase profits of their businesses. Previous studies had focussed on classifying sentiment polarity by using traditional machine learning and deep learning methods. However, these suffered from low model generalization ability, causing the models to perform better only on single domain datasets rather than multiple domain datasets. The problem is the inability of the classification model to learn domain-restricted knowledge from multi-domain datasets. Aiming to improve the accuracy of the cross-domain classification, this paper proposes a method which uses Word2Seq Convolutional Neural Network (CNN) to classify reviews’ sentiment across multiple domain datasets (i.e. digital worker, movie, product, hotel and restaurant reviews). The evaluation showed that the proposed method had achieved the state-of-the-art performance. The high classification performance also promoted the reliability and effectiveness of implementing the Word2Seq CNN to classify reviews’ sentiment across different domains and learn domain restricted knowledge while improving the model generalization ability.

The uploaded dataset is a sampled dataset with 5000 observations for both training and testing sets.
DOI: 10.5281/zenodo.2537753
title: Confocal imaging raw data files of autophagy analysis in optn and p62 zebrafish mutants during Mycobacterium marinum infection

description: Association of fluorescent Mycobacterium marinum bacteria with Ubiquitin immunolabelling and GFP-Lc3 signal in zebrafish larvae carrying mutations in the selective autophagy receptors optnineurin and p62. Data deposited are Leica LIF files belonging bioRxiv 415463; doi: https://doi.org/10.1101/415463
DOI: 10.5281/zenodo.2537754
title: Confocal imaging raw data files of autophagy analysis in optn and p62 zebrafish mutants during Mycobacterium marinum infection

description: Association of fluorescent Mycobacterium marinum bacteria with Ubiquitin immunolabelling and GFP-Lc3 signal in zebrafish larvae carrying mutations in the selective autophagy receptors optnineurin and p62. Data deposited are Leica LIF files belonging bioRxiv 415463; doi: https://doi.org/10.1101/415463
DOI: 10.25606/surf.578c6039-110ed1ba
title: The Cosmogrid Simulation: Statistical Properties of Small Dark Matter Halos (512-041)

description: We present the results of the "Cosmogrid" cosmological N-body simulation suites based on the concordance LCDM model. The Cosmogrid simulation was performed in a 30 Mpc box with 2048³ particles. The mass of each particle is 1.28x10^5 Msun, which is sufficient to resolve ultra-faint dwarfs. We found that the halo mass function shows good agreement with the Sheth & Tormen fitting function down to ~10^7 Msun. We have analyzed the spherically averaged density profiles of the three most massive halos which are of galaxy group size and contain at least 170 million particles. The slopes of these density profiles become shallower than -1 at the inner most radius. We also find a clear correlation of halo concentration with mass. The mass dependence of the concentration parameter cannot be expressed by a single power law, however a simple model based on the Press-Schechter theory proposed by Navarro et al. gives reasonable agreement with this dependence. The spin parameter does not show a correlation with the halo mass. The probability distribution functions for both concentration and spin are well fitted by the log-normal distribution for halos with the masses larger than ~10^8 Msun. The subhalo abundance depends on the halo mass. Galaxy-sized halos have 50% more subhalos than ~10^11 Msun halos have. This is snapshot 041 of the 512³ resolution collection.
DOI: 10.25606/surf.578c6039-210c0afd
title: The Cosmogrid Simulation: Statistical Properties of Small Dark Matter Halos (512-010)

description: We present the results of the "Cosmogrid" cosmological N-body simulation suites based on the concordance LCDM model. The Cosmogrid simulation was performed in a 30 Mpc box with 2048³ particles. The mass of each particle is 1.28x10^5 Msun, which is sufficient to resolve ultra-faint dwarfs. We found that the halo mass function shows good agreement with the Sheth & Tormen fitting function down to ~10^7 Msun. We have analyzed the spherically averaged density profiles of the three most massive halos which are of galaxy group size and contain at least 170 million particles. The slopes of these density profiles become shallower than -1 at the inner most radius. We also find a clear correlation of halo concentration with mass. The mass dependence of the concentration parameter cannot be expressed by a single power law, however a simple model based on the Press-Schechter theory proposed by Navarro et al. gives reasonable agreement with this dependence. The spin parameter does not show a correlation with the halo mass. The probability distribution functions for both concentration and spin are well fitted by the log-normal distribution for halos with the masses larger than ~10^8 Msun. The subhalo abundance depends on the halo mass. Galaxy-sized halos have 50% more subhalos than ~10^11 Msun halos have. This is snapshot 010 of the 512³ resolution collection.
DOI: 10.25606/surf.578c6039-56033378
title: The Cosmogrid Simulation: Statistical Properties of Small Dark Matter Halos (2048-140)

description: We present the results of the "Cosmogrid" cosmological N-body simulation suites based on the concordance LCDM model. The Cosmogrid simulation was performed in a 30 Mpc box with 2048³ particles. The mass of each particle is 1.28x10^5 Msun, which is sufficient to resolve ultra-faint dwarfs. We found that the halo mass function shows good agreement with the Sheth & Tormen fitting function down to ~10^7 Msun. We have analyzed the spherically averaged density profiles of the three most massive halos which are of galaxy group size and contain at least 170 million particles. The slopes of these density profiles become shallower than -1 at the inner most radius. We also find a clear correlation of halo concentration with mass. The mass dependence of the concentration parameter cannot be expressed by a single power law, however a simple model based on the Press-Schechter theory proposed by Navarro et al. gives reasonable agreement with this dependence. The spin parameter does not show a correlation with the halo mass. The probability distribution functions for both concentration and spin are well fitted by the log-normal distribution for halos with the masses larger than ~10^8 Msun. The subhalo abundance depends on the halo mass. Galaxy-sized halos have 50% more subhalos than ~10^11 Msun halos have. This is snapshot 140 of the 2048³ resolution collection.
DOI: 10.14457/stou.the.2002.43
title: การวิเคราะห์อุปสงค์และอุปทานสินเชื่อที่อยู่อาศัยของธนาคารอาคารสงเคราะห์
DOI: 10.14457/stou.the.2002.44
title: แบบจำลองศูนย์สื่อการศึกษาสำหรับเด็กปฐมวัย สังกัดกรมการศึกษานอกโรงเรียนในภาคใต้
DOI: 10.14457/stou.the.2002.45
title: ผลของการจัดการเรียนการสอนภาษาอังกฤษ โดยใช้กิจกรรมการสร้างองค์ความรู้ด้วยตนเองของนักเรียนชั้นประถมศึกษาปีที่ 3 โรงเรียนสาธิตแห่งมหาวิทยาลัยเกษตรศาสตร์ วิทยาเขตกำแพงแสน จังหวัดนครปฐม
DOI: 10.14457/stou.the.2002.46
title: การพัฒนาชุดการเรียนด้วยคอมพิวเตอร์วิชาวิทยาศาสตร์ เรื่อง ระบบย่อยอาหารสำหรับนักเรียนชั้นมัธยมศึกษาปีที่ 2
DOI: 10.14457/stou.the.2002.47
title: การพัฒนาระบบการฝึกอบรมทางไกลด้วยคอมพิวเตอร์ ด้านส่งเสริมการเกษตรสำหรับเจ้าหน้าที่ส่งเสริมการเกษตรในจังหวัดภาคใต้
DOI: 10.14457/stou.the.2002.48
title: คุณลักษณะที่พึงประสงค์ของกรรมการสถานศึกษาขั้นพื้นฐาน ของโรงเรียนศึกษาสงเคราะห์
DOI: 10.14457/stou.the.2003.310
title: การศึกษาระบบการตลาดหอยนางรม ในจังหวัดชลบุรี
DOI: 10.14457/stou.the.2003.311
title: การบริหารทรัพยากรมนุษย์ในมหาวิทยาลัยในกำกับของรัฐ : กรณีศึกษามหาวิทยาลัยเทคโนโลยีพระจอมเกล้าธนบุรี
DOI: 10.14457/stou.the.2001.1
title: การใช้เทคโนโลยีชีวภาพในการผลิตส้มโอในเขตจังหวัดชัยนาท
DOI: 10.14457/stou.the.2002.49
title: การพัฒนาระบบการสอนทางไกล โดยใช้สื่อสิ่งพิมพ์เป็นสื่อหลักสำหรับสถาบันเทคโนโลยีราชมงคล
DOI: 10.14457/stou.the.2002.50
title: ความสอดคล้องของปัจจัยทางเศรษฐกิจในการก้าวสู่สกุลเงินร่วมกันของอาเซียน
DOI: 10.14457/stou.the.2002.51
title: สุขภาพองค์การของโรงเรียนประถมศึกษา สังกัดกรุงเทพมหานคร
DOI: 10.14457/stou.the.2003.312
title: การพัฒนาพฤติกรรมด้านความรับผิดชอบโดยใช้กระบวนการสร้างค่านิยมสำหรับนักเรียนชั้นประถมศึกษาปีที่ 1 โรงเรียนวัดบ้านทึง จังหวัดสุพรรณบุรี
DOI: 10.14457/stou.the.2003.313
title: การมีส่วนร่วมของกรรมการสถานศึกษาขั้นพื้นฐานในการบริหารโรงเรียนมัธยมศึกษาในจังหวัดภูเก็ต
DOI: 10.14457/stou.the.2003.314
title: การมีส่วนร่วมของชุมชนในการจัดการศึกษาขั้นพื้นฐานระดับโรงเรียนมัธยมศึกษา ในจังหวัดนนทบุรี
DOI: 10.14457/stou.the.2003.315
title: การดำเนินงานด้านการส่งเสริมการวิจัยในชั้นเรียนของผู้บริหารสถานศึกษา ระดับประถมศึกษาในจังหวัดศรีสะเกษ
DOI: 10.14457/stou.the.2003.316
title: ปัจจัยที่มีความสัมพันธ์ต่อการสำเร็จการศึกษาของทหารกองประจำการ ตามโครงการขยายโอกาสทางการศึกษานอกระบบโรงเรียน สังกัดหน่วยบัญชาการอากาศโยธิน กองบัญชาการยุทธทางอากาศ
DOI: 10.14457/stou.res.2004.4
title: การสร้างเสริมจรรยาบรรณวิชาชีพแก่นักศึกษาระดับบัณฑิตศึกษา สาขาวิชาบรรณรักษศาสตร์และสารสนเทศศาสตร์
DOI: 10.14457/stou.the.2002.52
title: ผลของการจัดกิจกรรมแนะแนวโดยใช้กลุ่มสัมพันธ์เพื่อพัฒนาการปรับตัวกับเพื่อนของนักเรียนประจำชั้นมัธยมศึกษาปีที่ 1 โรงเรียนสามมุกคริสเตียนวิทยา จังหวัดชลบุรี
DOI: 10.14457/stou.the.2002.53
title: ผลกระทบของอัตราดอกเบี้ยต่อการออมและการลงทุน ก่อนและหลัง พ.ศ.2540 (วิกฤตทางเศรษฐกิจของไทย)
DOI: 10.14457/stou.the.2002.54
title: การศึกษาการใช้ปัจจัยการผลิต ในการผลิตเมล็ดพันธุ์ข้าวโพดลูกผสมเดี่ยว : กรณีศึกษาพื้นที่เพาะปลูกของเกษตรกรในเขตอำเภอเมือง จังหวัดเลยและเขตอำเภอพรรณานิคม จังหวัดสกลนคร
DOI: 10.14457/stou.the.2003.317
title: ผลของการใช้ชุดกิจกรรมแนะแนวโดยการจัดการเรียนรู้เชิงประสบการณ์ เพื่อพัฒนาความฉลาดทางอารมณ์ของนักเรียนชั้นมัธยมศึกษาปีที่ 3 โรงเรียนปากพนัง จังหวัดนครศรีธรรมราช
DOI: 10.14457/stou.the.2003.318
title: ผลของการจัดประสบการณ์แบบโครงการที่มีต่อทักษะกระบวนการวิทยาศาสตร์ของเด็กปฐมวัย
DOI: 10.14457/stou.the.2003.319
title: การวิเคราะห์ความสูญเปล่าทางเศรษฐกิจ จากการใช้ที่ดินทางการเกษตรไม่เต็มที่ในจังหวัดร้อยเอ็ด
DOI: 10.14457/stou.the.2003.320
title: การศึกษาความเป็นไปได้ในการผลิตน้ำสะอาดเพื่อการบริโภค : กรณีศึกษาภายในหน่วยทหาร จังหวัดราชบุรี
DOI: 10.14457/stou.the.2003.321
title: ผลของการใช้แผนที่ความคิดที่มีต่อการพัฒนาการเขียนเรียงความของนักเรียนชั้นประถมศึกษาปีที่ 4 โรงเรียนเมืองนครราชสีมา
DOI: 10.14457/stou.res.2003.6
title: ปัจจัยที่มีผลต่อความสำเร็จในการดำเนินงานขององค์การ : ศึกษาเฉพาะกรณีโรงงานกลุ่มบริษัทโตชิบา ประเทศไทย
DOI: 10.5258/soton/d0694
title: Dataset for Label-free enrichment of primary human skeletal progenitor cells using deterministic lateral displacement

description: This dataset supports the publication:
Xavier, Miguel et al. (2018). 'Label-free enrichment of primary human skeletal progenitor cells using deterministic lateral displacement'. Lab On a Chip. DOI: 10.1039/C8LC01154K
DOI: 10.5258/soton/d0579
title: Dataset for Low-birefringence 120 W Yb fiber amplifier producing linearly polarized pulses with 69-GHz linewidth at 1083 nm

description: This dataset supports the article entitled "Low-birefringence 120 W Yb fiber amplifier producing linearly polarized pulses with 69-GHz linewidth at 1083 nm", Submit to OSA Laser Congress: Advanced Solid State Lasers 2018, Boston, USA, 04-08 Nov 2018.
DOI: 10.5258/soton/d0468
title: Dataset for direct numerical simulations of a transonic airfoil at a Reynolds number of Re=500,000

description: These three folders comprise datasets corresponding to figure 5, figure 6 and figure 8 in Zauner et al. (2018):M. Zauner, N. De Tullio and N. Sandham,
"Direct numerical simulations of transonic flow around an airfoil at moderate Reynolds numbers." in the AIAA Journal, 2018. https://doi.org/10.2514/1.J057335All simulations were carried out at a Mach number of M=0.7 and a Reynolds number of Re=500,000.Description of content:
- Fig5: Average skin-friction coefficient and pressure coefficient as a function of axial chord position.
- Fig6: Skin friction as a function of time and space for the reference solution (case C0), the simulation with a grid refined in the xy-plane (G1) and the simulation with the reference xy-plane refined in the spanwise direction (G2).
- Fig8: Instantaneous lift coefficient  and surface density as function of time. The surface density is recorded at 10%, 30%, 50%, 70% of the axial chord length and at the leading- as well as trailing edge.
- Movie showing vorticity contours in red and blue, and strong pressure gradients in the background.
DOI: 10.5284/1050113
title: Geoarchaeological Investigations at Wadi Dabsa, Asir Province, Southwestern Saudi Arabia

description: Geoarchaeological Investigations at Wadi Dabsa, Asir Province, Southwestern Saudi Arabia
DOI: 10.17632/s6yyc7t2dp.1
title: Data for: Gentoo penguins as sentinels of climate change at the sub-Antarctic Prince Edward Archipelago, Southern Ocean
DOI: 10.20348/storedb/1098/1147
title: Radioecology data for wildlife and human assessments (UK)
title: Elemental concentrations in fish from lakes in Northwest England

description: Data comprise: Observations of Fukushima fallout in Great Britain, Element and radionuclide concentrations in representative species of the ICRP's Reference Animals and Plants and associated soils from a forest in north-west England, Exposure of burrowing mammals to Radon Rn-222 in Northwest England, Natural radionuclide concentrations in soil, water, sediment and biota in England and Wales, A database of radionuclide biological half-life values for wildlife, 
Post Chernobyl surveys of radiocaesium in soil, vegetation, wildlife and fungi in Great Britain, Elemental concentrations in fish from lakes in Northwest England and Predicted Caesium-137 deposition from atmospheric nuclear weapons tests. radioecology
description: Data comprise concentrations of elements in ashed fish sampled from lakes in the English Lake District in 2012 and 2013. Fish were collected from three lakes (Windermere, Bassenthwaite Lake and Derwent Water) by the Centre for Ecology  Hydrology (CEH) Lake Ecosystems group. Fish species collected were Roach (Rutilus rutilus), Perch (Perca fluviatilis), Ruffe (Gymnocephalus cernuus), Brown trout (Salmo trutta), Pike (Esox lucius) and Vendace (Coregonus albula). All samples were ashed prior to analysis by ICPMS or ICPOES to determine elemental concentrations.
Citation: Barnett, C.L.; Wells, C.; Thacker, S.; Guyatt, H.J.; Fletcher, J.M.; Lawlor, A.J.; Winfield, I.J.; Beresford, N.A. (2015). Elemental concentrations in fish from lakes in Northwest England. NERC Environmental Information Data Centre. https://doi.org/10.5285/ed90df1b-462c-46bb-afbd-59794fb03f6b
DOI: 10.20348/storedb/1098/1143
title: Radioecology data for wildlife and human assessments (UK)
title: Exposure of burrowing mammals to Radon Rn-222 in Northwest England

description: Data comprise: Observations of Fukushima fallout in Great Britain, Element and radionuclide concentrations in representative species of the ICRP's Reference Animals and Plants and associated soils from a forest in north-west England, Exposure of burrowing mammals to Radon Rn-222 in Northwest England, Natural radionuclide concentrations in soil, water, sediment and biota in England and Wales, A database of radionuclide biological half-life values for wildlife, 
Post Chernobyl surveys of radiocaesium in soil, vegetation, wildlife and fungi in Great Britain, Elemental concentrations in fish from lakes in Northwest England and Predicted Caesium-137 deposition from atmospheric nuclear weapons tests. radioecology
description: This dataset includes individual passive detector measurements of radon Rn-222 in the air of artificial burrows, Rn-222 measurements by instrumentation in soil gas of interstitial soil pores and burrow air, gamma analyses results for soil samples and, soil moisture and temperature data. Estimates of absorbed dose rates to wildlife from exposure to natural background radionuclides are required to put estimates of dose rates arising from regulated releases of radioactivity and proposed benchmarks into context. These data are from a study conducted at seven sites in northwest England (comprising broadleaved and coniferous woodlands, scrubland and pastures). Passive track etch detectors were used to measure the Rn-222 concentrations in artificial burrows over a period of approximately one year (July 2009 to June 2010). Instrumented measurements of burrow air and soil pore gas were also conducted in October 2009. The data result from a study funded by NERC-CEH and the England  Wales Environment Agency. Details of the study and a discussion of its findings can be found in: Beresford et al. (doi:10.1016/j.scitotenv.2012.05.023).
Citation: Beresford, N.A.; Barnett, C.L.; Vives i Batlle, J.; Potter, E.D.; Ibrahimi, Z-F.; Barlow, T.S.; Schieb, C.; Jones, D.G.; Copplestone, D. (2012). Exposure of burrowing mammals to Radon Rn-222 in Northwest England. NERC Environmental Information Data Centre. https://doi.org/10.5285/2641515F-5B76-445C-A936-1DA51BF365AD
DOI: 10.17632/hjwpbk36x8.1
title: Data for: Strain by the train: patterns of toad fatalities on a Brazilian Amazonian railroad

description: Database_Rhinella_EFC: contains the full database of the monitoring DB_Rhinella_DETEC: contains the database for the proxy for detection trial DB_Rhinella_TRIAL: contains the database for carcass removal trial
DOI: 10.5281/zenodo.2537901
title: Measuring output and impact of scientific journals in dentistry and oral medicine using bibliometric indices

description: Dataset for all analyses done in the study
DOI: 10.5281/zenodo.2537902
title: Measuring output and impact of scientific journals in dentistry and oral medicine using bibliometric indices

description: Dataset for all analyses done in the study
DOI: 10.17632/hwfb663txk.1
title: Size frequency data of target speccies in Ghana's reservoirs

description: Monthly (July 2016-June 2017) length and weight data of Coptodon zillii, Oreochromis niloticus and Sarotherodon galilaeus from Bontanga, Tono and Golinga reservoirs, Ghana.
DOI: 10.17632/yskj4c887b.1
title: Data for: Natural Disasters Trends

description: underlying data