cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.60507/fk2/cm2blz
title: Enforcing Contracts, Ranking of Economy, 2017

description: Economies are ranked on their ease of doing business, from 1–186. A high ease of doing business ranking means the regulatory environment is more conducive to the starting and operation of a local firm. The rankings are determined by sorting the aggregate distance to frontier scores on 10 topics, each consisting of several indicators, giving equal weight to each topic. The rankings for all economies are benchmarked to June 2017.

Quality/Lineage: The data is downloaded from the above link http://www.doingbusiness.org/rankings and manipulated only table format keeping the value same for all the countries as the requirement of the Strive database. The map is created based on the values of the country using rworldmap package in R.
description: This dataset was first published on the institutional Repository "Zentrum für Entwicklungsforschung: ZEF Data Portal" with ID={db2ea5cd-36cc-416e-91d9-7f3231abc10c}.<br>
Variables:

Country.Node: Id name of the country in strive PgAdmin Database

Country.Name: Name of the country 

Country.Code.ISO: Three letter ISO abbreviation of the country

Ranking.of.Economy...Enforcing.Contracts: Index of the country Value 1 signifies the best condition.
DOI: 10.60507/fk2/jdftnm
title: Human Flight and Brain Drain, Economic Indicator (Fragile state Index) 2018

description: The Human Flight and Brain Drain Indicator considers the economic impact of human displacement (for economic or political reasons) and the consequences this may have on a country’s development. On the one hand, this may involve the voluntary emigration of the middle class – particularly economically productive segments of the population, such as entrepreneurs, or skilled workers such as physicians – due to economic deterioration in their home country and the hope of better opportunities farther afield. On the other hand, it may involve the forced displacement of professionals or intellectuals who are fleeing their country due to actual or feared persecution or repression, and specifically the economic impact that displacement may wreak on an economy through the loss of productive, skilled professional labor.

Quality/Lineage: The data is downloaded from the above link http://fundforpeace.org/fsi/indicators/e3/ and manipulated only table format keeping the value same for all the countries as the requirement of the Strive database. The map is created based on the values of the country using rworldmap package in R.
description: This dataset was first published on the institutional Repository "Zentrum für Entwicklungsforschung: ZEF Data Portal" with ID={95a0a3c0-6bc6-4e9a-8a5d-edfa47078cbd}.
DOI: 10.60507/fk2/oafmwr
title: Agronomic Fertilizer Use Efficiency (FUE) in Maize grain yield in Ethiopia (Map) under three fertilizer rates i.e., 20 kg/ha Nitrogen and 6.6 kg/ha Phosphorus; 90 kg/ha Nitrogen and 30 kg/ha Phosphorus; 225 kg/ha Nitrogen and 75 kg/ha Phosphorus application rate, 2004-2010

description: Agronomic Fertilizer Use Efficiency (FUE) for maize grain yield across the Ethiopia has been estimated using crop model LINTUL5 embedded into the modeling framework SIMPLACE (Scientific Impact Assessment and Modelling Platform for Advanced Crop and Ecosystem Management.

Purpose: To increase food production, identifying the regions with untapped production capacity is of prime importance and can be achieved by quantitative and spatially explicit estimates of Agronomic Fertilizer use efficiency, thus considering the spatial variation in environment and the production system.
description: This dataset was first published on the institutional Repository "Zentrum für Entwicklungsforschung: ZEF Data Portal" with ID={6ed0401a-53df-46da-af21-a5096a93c9eb}.<br>
The Agronomic fertilizer use efficiency in maize grain yield under three different fertilizer application rates plotted in the map was calculated as the average values of 7 years (the year 2004 -2010). The unit is kilogram per kilogram (kg/kg).
Agronomic fertilizer Use Efficiency (FUE)= (Maize grain yield under fertilized condition - Maize grain yield under unfertilized condition) (in kg)/ Fertilizer application rate (in kg)

The climate data at the national scale was made available from the National Aeronautics and Space Administration (NASA), Goddard Institute of Space Studies(https://data.giss.nasa.gov/impacts/agmipcf/agmerra/), AgMERRA.The dataset is stored at 0.25°×0.25° horizontal resolution (~25km).

Soil parameter values were extracted from the soil property maps of Africa at 1 km x 1 km resolution 
(http://http://www.isric.org/projects/soil-property-maps-africa-1-km-resolution).
DOI: 10.60507/fk2/e2xjor
title: Marginality Hotspots and Poverty Head Count Ratio, Sub-Saharan Africa and South Asia, 2005-2010

description: Overlaying the number of marginality dimensions with percentage of people living below 1.25$/day. This map is included in a global study on mapping marginality focusing on Sub-Saharan Africa and South Asia. The Dimensions of Marginality are based on different data sources representing different spheres of life. The poverty dataset used in this study is based on calculations by Harvest Choice.
The underlying Marginality map is based on the approach on Marginality Mapping (http://www.zef.de/fileadmin/webfiles/downloads/zef_wp/wp88.pdf). The respective map can be found here: https://daten.zef.de/#/metadata/ae4ae68c-cea3-44e7-8199-1c2ae04abb88

Quality/Lineage: Poverty Data was provided and generated by Harvest Choice GIS lab. Marginality hotspots are based on the approach by Graw, V. using five dimensions of marginality. 
In ArcGIS thresholds were defined based on percentages and overlapping dimensions. Using raster data this data was reclassified and overlayed to build a new classification with regard to the here presented purpose.
This approach is similar to the overlap over marginality and poverty mass except this map shows percentage of poverty instead of number of poor people.
Purpose: This map was created in the MARGIP project to identify the marginalized and poor by highlighting those areas where the "spheres of life" have a low performance. Those areas where multiple "low performance indicators" did overlap got the highest attention for further research.
description: This dataset was first published on the institutional Repository "Zentrum für Entwicklungsforschung: ZEF Data Portal" with ID={a76b76a7-4ced-442f-ac2d-ffc8471e0e34}.
DOI: 10.60507/fk2/6psxaq
title: State Legitimacy, Political Indicator (Fragile state Index) 2018

description: The State Legitimacy Indicator considers the representativeness and openness of government and its relationship with its citizenry. The Indicator looks at the population’s level of confidence in state institutions and processes, and assesses the effects where that confidence is absent, manifested through mass public demonstrations, sustained civil disobedience, or the rise of armed insurgencies. Though the State Legitimacy indicator does not necessarily make a judgment on democratic governance, it does consider the integrity of elections where they take place (such as flawed or boycotted elections), the nature of political transitions, and where there is an absence of democratic elections, the degree to which the government is representative of the population of which it governs. The Indicator takes into account openness of government, specifically the openness of ruling elites to transparency, accountability and political representation, or conversely the levels of corruption, profiteering, and marginalizing, persecuting, or otherwise excluding opposition groups. The Indicator also considers the ability of a state to exercise basic functions that infer a population’s confidence in its government and institutions, such as through the ability to collect taxes.

Quality/Lineage: The data is downloaded from the above link http://fundforpeace.org/fsi/indicators/p1/ and manipulated only table format keeping the value same for all the countries as the requirement of the Strive database. The map is created based on the values of the country using rworldmap package in R.
description: This dataset was first published on the institutional Repository "Zentrum für Entwicklungsforschung: ZEF Data Portal" with ID={12bcb2c3-5704-41b0-b6ab-1915511031d8}.
DOI: 10.34740/kaggle/dsv/7516242
title: SAFE: Sound Analysis for Fall Event detection
DOI: 10.60507/fk2/vgsclx
title: Decoding Fairness in the Value Chain of the Tagbanua Wild Honey Community Forestry Enterprise. Poster on Tropentag 2016

description: One of the traditional livelihood practices of indigenous Tagbanuas in Palawan, Philippines is wild honey gathering from the giant honey bee. In order to analyse the linkages of the social and ecological systems involved in this indigenous practice, we conducted spatial, quantitative, and qualitative analysis on field data gathered through GPS mapping, community surveys, focus group discussions, and key informant interviews. We found that only 24% of the 251 local community members surveyed could correctly identify the giant honey bee. Inferential statistics showed that a lower level of education and higher household vegetation contribute to correct identification of the giant honey bee. Spatial analysis revealed that mean NDVI of sampled nesting tree areas has dropped from 0.61 in the year 1988 to 0.41 in 2015. This reduction on vegetation cover may contribute to reduced bee-human interactions and may also be an indication that commercialising non-timber forest products is not fulfiling its objective of development alongside conservation. Indigenous wild honey hunting and gathering as an ICDP shows the complexity of the social-ecological system of forest communities. It also shows the difficulty of getting a win-win situation out of simultaneous pursuit of forest conservation and rural development. Knowledge shifts can, indeed, occur from the interaction of ecological and social factors and we see that if resource management interventions do not employ a systems approach, it can overlook important feedback. NGO interventions should not only facilitate the learning of visible resource managers like wild honey hunters but of the community as a whole.

Purpose: This poster has been presented at Tropentag 2016 session ---&gt; 3.4 Knowledge systems.
description: This dataset was first published on the institutional Repository "Zentrum für Entwicklungsforschung: ZEF Data Portal" with ID={349f1f08-c713-49bf-87a4-f12a1583caf7}.
DOI: 10.60507/fk2/bpbdnv
title: Participation, Environmental Democracy Index (Rank), 2014

description: Environmental Democracy Index (EDI) consists of 75 legal indicators developed under 23 of the UNEP Bali Guidelines that are concerned with the development and implementation of legislation. In addition to the legal indicators, EDI includes 24 supplemental indicators that assess whether there is evidence that environmental democracy is being implemented in practice. The EDI legal indicators assess laws, constitutions, regulations and other legally binding, enforceable rules at the national level.

Participation Index rank contains following guidelines:-


Guideline 8: "Early Public Participation" ?
Guideline 9: "Proactive Public Consultation" ?
Guideline 10: "Informed Participation" ?
Guideline 11: "Due Account of Public Comments" ?
Guideline 12: "Public Participation in Review" ?
Guideline 13: "Integrating Public Input for Rule-making" ?
Guideline 14: "Capacity Building for public participation (There are no indicators for this guideline)"

Quality/Lineage: The data is downloaded from the above link http://environmentaldemocracyindex.org/rank-countries#all and manipulated only table format keeping the value same for all the countries as the requirement of the Strive database. The map is created based on the values of the country using rworldmap package in R.
description: This dataset was first published on the institutional Repository "Zentrum für Entwicklungsforschung: ZEF Data Portal" with ID={ef8d0a1a-a0b4-44b7-ad55-4d1bf1cb1e89}.
DOI: 10.60507/fk2/fqcec8
title: Control of corruption, Worldwide Governance Indicator, 2016

description: Control of corruption captures perceptions of the extent to which public power is exercised for private gain, including both petty and grand forms of corruption, as well as "capture" of the state by elites and private interests. This table lists the individual variables from each data
source used to construct this measure in the Worldwide Governance Indicators

Quality/Lineage: The data is downloaded from the above link http://info.worldbank.org/governance/wgi/#home and manipulated only table format keeping the value same for all the countries as the requirement of the Strive database. The map is created based on the values of the country using rworldmap package in R.
description: This dataset was first published on the institutional Repository "Zentrum für Entwicklungsforschung: ZEF Data Portal" with ID={5ee228b5-f035-4322-b6ad-98a3dc25d5f1}.<br>
Variables:

Country.Node: Id name of the country in strive PgAdmin Database
Country.Name: Name of the country 
Country.Code.ISO: Three letter ISO abbreviation of the country

Worldwide.Governance.Indicators..Control.of.Corruption: The index or value of the country. The composite measures of governance are in units of a standard normal distribution, with mean zero, standard deviation of one, and running from approximately -2.5 to 2.5, with higher values corresponding to better governance. The data are also reported in percentile rank term, ranging from 0 (lowest rank) to 100 (highest rank)
DOI: 10.60507/fk2/oky4x6
title: High Agricultural Potential and Yield Gaps in Bangladesh, 2005-2010.

description: Overlay of medium, high and very high agricultural potential and yield gaps for Bangladesh.

Indicators: Suitability of land area for rainfed crops: FGGD map 6.60, classes: medium to very high
Yield Gaps: FAO/IIASA - GAEZ &lt; 0.5

The here presented simple analysis should give insights in potential suitable areas for expecting high yields. Yield gap information for Bangladesh further showed were gaps for production occur. By resampling the statistical data into a raster dataset an overlap with suitability information based on sateliite imagery was possible. The overlay was processed in ArcGIS classifying those areas where yield gaps occur with suitability areas as defined by the dataset cited above.
Yield gaps can be found in the southern part of Bangladesh. More intersting are the dark green areas where according to satellite information high potential areas are located but not as many yields are produced. Here, more detailed analysis might be useful.
description: This dataset was first published on the institutional Repository "Zentrum für Entwicklungsforschung: ZEF Data Portal" with ID={a4d516a9-01b7-421c-becb-cf801ffa5731}.
DOI: 10.60507/fk2/9zrgzp
title: Laboratory and field performance of a bamboo-drip irrigation system, Benin, 2014-2016

description: The file was developed to assess the performance of a novel bamboo-drip irrigation system in laboratory and in field conditions, in South-west Benin. The assessment was conducted in terms of hydraulics, uniformity, yield, water productivity and soil-water management.
description: This dataset was first published on the institutional Repository "Zentrum für Entwicklungsforschung: ZEF Data Portal" with ID={d3107efb-7a7e-4157-8c7e-150b45d0ac3a}.
DOI: 10.6084/m9.figshare.28144126
title: Exploring the Experience of Loneliness among People Living with Schizophrenia: A Qualitative Study

description: People living with schizophrenia or schizoaffective disorder are at heightened risk for experiencing loneliness, which is associated with negative health, quality of life, and symptom-specific outcomes. This study aimed to better understand the experience of loneliness among adults living with schizophrenia or schizoaffective disorder. Using a semi-structured interview guide, researchers interviewed twelve participants living with schizophrenia or schizoaffective disorder. Interview topics included the contexts of loneliness, hopes related to living a life less impacted by loneliness, and coping strategies. Researchers used conventional content analysis to analyze interview data and generate themes. The research team identified four themes from the interview data: emotional disconnection, social anxiety leading to loneliness, unmet needs within social networks, and lacking companionship. Participants had a variety of hopes for the future, including increasing the quality of their relationships and improving their sense of self-efficacy. Participants described a variety of coping strategies, ranging from individual (e.g. leveraging technology, using cognitive reframing techniques) to systems-level (e.g. local clubhouses and walkable neighborhoods). Participants have identified several priorities and coping strategies to reduce loneliness that can be integrated with current models of loneliness to develop interventions that are meaningful and effective for this population.
DOI: 10.6084/m9.figshare.28144126.v1
title: Exploring the Experience of Loneliness among People Living with Schizophrenia: A Qualitative Study

description: People living with schizophrenia or schizoaffective disorder are at heightened risk for experiencing loneliness, which is associated with negative health, quality of life, and symptom-specific outcomes. This study aimed to better understand the experience of loneliness among adults living with schizophrenia or schizoaffective disorder. Using a semi-structured interview guide, researchers interviewed twelve participants living with schizophrenia or schizoaffective disorder. Interview topics included the contexts of loneliness, hopes related to living a life less impacted by loneliness, and coping strategies. Researchers used conventional content analysis to analyze interview data and generate themes. The research team identified four themes from the interview data: emotional disconnection, social anxiety leading to loneliness, unmet needs within social networks, and lacking companionship. Participants had a variety of hopes for the future, including increasing the quality of their relationships and improving their sense of self-efficacy. Participants described a variety of coping strategies, ranging from individual (e.g. leveraging technology, using cognitive reframing techniques) to systems-level (e.g. local clubhouses and walkable neighborhoods). Participants have identified several priorities and coping strategies to reduce loneliness that can be integrated with current models of loneliness to develop interventions that are meaningful and effective for this population.
DOI: 10.60507/fk2/b4n2jg
title: Survey on primary caretaker in Fogera and Mecha districts of Amhara regional state, Ethiopia, 2014

description: The primary caregiver module questionnaire was used to collect information about the household primary caregiver's hygiene behavior and knowledge, community participation, handwashing demonstration, and food preparation, storage and handling.
description: This dataset was first published on the institutional Repository "Zentrum für Entwicklungsforschung: ZEF Data Portal" with ID={82d3f527-986f-4540-9fc6-f90ff6d64767}.
DOI: 10.60507/fk2/txnq2y
title: Soil data Ghana

description: The table includes soil properties in Ghana (Kumasi, Ejura, Dorma Ahenko, Techiman).
Temporal coverage approximate 1950-2005.
Spatial resolution 1km.

Quality/Lineage: Source: http://www.isric.org/data/soil-property-maps-africa-1-km
ISRIC – World Soil Information, 2013. Soil property maps of Africa at 1 km.
description: This dataset was first published on the institutional Repository "Zentrum für Entwicklungsforschung: ZEF Data Portal" with ID={c3be4b95-7ffb-4ee3-8035-5194af54925b}.<br>
Spatial resolution 1km.

Parameters:
Soil depth = cm
Clay, Sand, Silt, CEC (mean value) = %
pH (mean value)
Organic Carbon (mean value)
Bulk density (mean value)
DOI: 10.60507/fk2/zvtyah
title: Soil Physicochemical Properties Resulting from Spatial Grid Sampling in Waste Deposits Generated by Alluvial Gold Mining in Colombia

description: To support farmer’s decision making regarding soil management, the main objective of this study is to understand the patterns of spatial variability of the soil properties of the deposit areas that might affect plant growth and crop productivity. For this purpose, soil samples were taken from 310 locations distributed in four reclamation areas of 50 ha each established in 2014, 2010, 2006 and 2002 in El Bagre, Antioquia.

Purpose: Data were used to estimate maps of the soil properties through spatial interpolation with ordinary kriging. Spatial principal component analysis and fuzzy cluster classification were performed to delineate the homogeneous zones.
description: This dataset was first published on the institutional Repository "Zentrum für Entwicklungsforschung: ZEF Data Portal" with ID={c26b04ca-cd98-4f0e-b8cf-74ff62a26182}.<br>
Variables:
Latitude
Longitude
LabCode
Int.Code
Time,Altitude (m)
Age
pH
Al
N
OM
P,K
Ca
Mg
N
Sand
Silt
Clay
Dap
PR5
Pest control
Nutrient management
Cropping practices
Current land cover
DOI: 10.60507/fk2/mojjlo
title: Production of Some Major Crops in Ghana: 1970 - 2004 and 2000 - 2012 in Mt and Ha

description: Microsoft World files contain several sheets that list statistical crop data of Ghana (per year). 
Crops (2000 to 2012): Maize, Rice, Millet, Sorghum, Cassava, Cocoyam, Yam, Plantain, G’nuts, Oil Palm, Beans

Crops (1970 to 2004): Maize, Rice, Millet, Sorghum, Cassava, Cocoyam, Yam, Plantain, Groundnuts, Coconut, Oil Palm, Beans, Tomatoes, Pepper, Okro, Garden Egg, Banana, Orange, Pineapple, Sugar-Cane

Source: Statistics, Research & Information Directorate (SRID), Min. of Food and Agriculture (MoFA) 2013.

Quality/Lineage: By Provider
description: This dataset was first published on the institutional Repository "Zentrum für Entwicklungsforschung: ZEF Data Portal" with ID={c8fbf7d3-e261-40c5-88d5-41cfc22f16df}.
DOI: 10.60507/fk2/sfrsat
title: Government Performance Index, Bertelsmann Stiftung’s Transformation Index (BTI), 2018

description: Government Performance Index is calculated taking account indicators like steering capability of government, Resource efficiency, consensus building and International cooperation. 

Government Performance Index is one of indicators contributing for Bertelsmann Stiftung’s Transformation Index (BTI). The short description of Bertelsmann Stiftung’s Transformation Index (BTI)is given below :-

Advocating reforms aimed at supporting the development of a constitutional democracy and a socially responsible market economy, the BTI provides the framework for an exchange of good practices among agents of reform. The BTI publishes two rankings, the Status Index and the Management Index, both of which are based on in-depth assessments of 129 countries. The Status Index ranks the countries according to the state of their democracy and market economy, while the Management Index ranks them according to their respective leadership’s management performance. Distributed among the dimensions of democracy, market economy and management, a total of 17 criteria are subdivided into 49 questions. BTI countries are selected according to the following criteria: They have yet to achieve a fully consolidated democracy and market economy, have populations of more than two million (excepting seven states chosen as particularly interesting cases), and are recognized as sovereign states.

Quality/Lineage: The data is downloaded from the above link https://www.bti-project.org/en/data/ and manipulated only table format keeping the value same for all the countries as the requirement of the Strive database. The map is created based on the values of the country using rworldmap package in R.
description: This dataset was first published on the institutional Repository "Zentrum für Entwicklungsforschung: ZEF Data Portal" with ID={f2c21993-d4e0-4fd4-a343-3cfd39115dc6}.