This dataset covers regional production from the Ministry of Agricuture for Kedougou, Senegal. Production estimates are collected annually for the region by extension agents who combine survey-based yield estimates with direct, in-field yield measurements. Data are aggregated to the department and regional level. Data are available back to the early 1990s, but the years 2010-2012 were selected because before 2010, data were only available for a small number of crops and there were several years with missing data points.

Feed the Future's strategy focuses on five core investment areas: agriculture, nutrition, policy, infrastructure, and institutional capacity. The program focuses its rice activities in the Senegal River ValleyData on household and regional production values for Kedougou, Senegal. The data was produced as part of a Borlaug-funded PhD project studying the impact of crop diversity on ecological and human well-being in south-eastern Senegal. This data asset is comprised of three distinct spreadsheets covering regional production from the Ministry of Agricuture, household-level production data, and crop nutrient data for Kedougou, Senegal.

This dataset contains information on dietary diversity of female household members of producer beneficiaries included in the FY 18 producer survey. This dataset is Module C of a data asset that contains data from the beneficiary based fiscal year 2018 annual results survey of smallholder producers assisted by the Feed the Future Tanzania - Mboga na Matunda Project. The project works to improve the livelihoods of horticultural farmers in the regions of Iringa, Morogoro, Songwe, Mbeya, and Zanzibar, and strengthen the market system throughout the ZOI. The survey sample was developed using a two-staged cluster design. In the first stage, 77 villages were selected for inclusion in the survey using the method of probability proportional to size based on beneficiary population data as recorded in FTFT-MnM's client database. In the second stage, 12 respondents were selected from each village. In total, 932 respondents were surveyed. The data is split into modules. Module A captures basic demographic data and landholdings. Module B captures information on the household members. Module C captures information on the dietary diversity of female household members. Modules D, E, F, G capture data on production of horticultural produce and associated costs, as well as information on sales. Module H captures information on access to finance.

This dataset contains basic information on household composition of producer beneficiaries included in the FY 18 producer survey. This dataset is Module B of a data asset that contains data from the beneficiary based fiscal year 2018 annual results survey of smallholder producers assisted by the Feed the Future Tanzania - Mboga na Matunda Project. The project works to improve the livelihoods of horticultural farmers in the regions of Iringa, Morogoro, Songwe, Mbeya, and Zanzibar, and strengthen the market system throughout the ZOI. The survey sample was developed using a two-staged cluster design. In the first stage, 77 villages were selected for inclusion in the survey using the method of probability proportional to size based on beneficiary population data as recorded in FTFT-MnM's client database. In the second stage, 12 respondents were selected from each village. In total, 932 respondents were surveyed. The data is split into modules. Module A captures basic demographic data and landholdings. Module B captures information on the household members. Module C captures information on the dietary diversity of female household members. Modules D, E, F, G capture data on production of horticultural produce and associated costs, as well as information on sales. Module H captures information on access to finance.

These are the raw data sets along with analysis and results conducted in Excel 2010 on a wide range of data points on plant growth parameters, soil chemical and physical analysis, irrigation groundwater quality, climate data, irrigation spray discharge monitoring, and cost-benefits analysis of the experiment.

This asset contains 24 datasheets, as well analysis and results. The data can be found in the attached reference materials below.

This dataset contains information on the buyers to whom producer beneficiaries sold horticultural produce, as recorded in the FY 18 producer survey. This dataset is Module F of a data asset that contains data from the beneficiary based fiscal year 2018 annual results survey of smallholder producers assisted by the Feed the Future Tanzania - Mboga na Matunda Project. The project works to improve the livelihoods of horticultural farmers in the regions of Iringa, Morogoro, Songwe, Mbeya, and Zanzibar, and strengthen the market system throughout the ZOI. The survey sample was developed using a two-staged cluster design. In the first stage, 77 villages were selected for inclusion in the survey using the method of probability proportional to size based on beneficiary population data as recorded in FTFT-MnM's client database. In the second stage, 12 respondents were selected from each village. In total, 932 respondents were surveyed. The data is split into modules. Module A captures basic demographic data and landholdings. Module B captures information on the household members. Module C captures information on the dietary diversity of female household members. Modules D, E, F, G capture data on production of horticultural produce and associated costs, as well as information on sales. Module H captures information on access to finance.

This dataset describes the foods consumed by the household surveyed as part of Baseline Study of Food for Peace Title II Development Food Assistance Program in the Maradi and Zinder regions in Niger. It has 3,200 columns and 6,861 rows. In fiscal year 2012, USAID's Office of Food for Peace (FFP) awarded fuding to private voluntary organizations (PVOs) to design and implement a multi-year Title II development food assistance program in Niger. The main purpose of the Title II program is to improve long-term food security of chronically food insecure population in the target regions. FFP contracted a firm, ICF International to conduct a baseline study in targeted areas of the country prior to the start of the new program. The purpose of the study was to assess the current status of key indicators, have a better understanding of prevailing conditions and perceptions of the population in the implementation areas, and serve as a point of comparison for future final evaluations. Results would also be used to further refine program targeting and, where possible, to understand the relationship between variables to inform program design. The study was conducted in 2013, while FFP expects to conduct final evaluations as close as possible to the end of the program five years later. In the process of migrating data to the current DDL platform, datasets with a large number of variables required splitting into multiple spreadsheets. They should be reassembled by the user to understand the data fully.

This dataset contains information on the value and volume of horticultural produce sold by producer beneficiaries included in the FY 18 producer survey. This dataset is Module G of a data asset that contains data from the beneficiary based fiscal year 2018 annual results survey of smallholder producers assisted by the Feed the Future Tanzania - Mboga na Matunda Project. The project works to improve the livelihoods of horticultural farmers in the regions of Iringa, Morogoro, Songwe, Mbeya, and Zanzibar, and strengthen the market system throughout the ZOI. The survey sample was developed using a two-staged cluster design. In the first stage, 77 villages were selected for inclusion in the survey using the method of probability proportional to size based on beneficiary population data as recorded in FTFT-MnM's client database. In the second stage, 12 respondents were selected from each village. In total, 932 respondents were surveyed. The data is split into modules. Module A captures basic demographic data and landholdings. Module B captures information on the household members. Module C captures information on the dietary diversity of female household members. Modules D, E, F, G capture data on production of horticultural produce and associated costs, as well as information on sales. Module H captures information on access to finance.

This dataset contains information on horticultural crop production by producer beneficiaries included in the FY 18 producer survey. This dataset is Module D of a data asset that contains data from the beneficiary based fiscal year 2018 annual results survey of smallholder producers assisted by the Feed the Future Tanzania - Mboga na Matunda Project. The project works to improve the livelihoods of horticultural farmers in the regions of Iringa, Morogoro, Songwe, Mbeya, and Zanzibar, and strengthen the market system throughout the ZOI. The survey sample was developed using a two-staged cluster design. In the first stage, 77 villages were selected for inclusion in the survey using the method of probability proportional to size based on beneficiary population data as recorded in FTFT-MnM's client database. In the second stage, 12 respondents were selected from each village. In total, 932 respondents were surveyed. The data is split into modules. Module A captures basic demographic data and landholdings. Module B captures information on the household members. Module C captures information on the dietary diversity of female household members. Modules D, E, F, G capture data on production of horticultural produce and associated costs, as well as information on sales. Module H captures information on access to finance.