five

Pesticide input datasets at 5 arcmin in China from 2001 to 2022

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DataCite Commons2025-12-15 更新2025-09-08 收录
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https://figshare.com/articles/dataset/Pesticide_input_datasets_at_5_arcmin_in_China_from_2001_to_2022/29125955/1
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Spatially explicit datasets of pesticide inputs integrating 146 active ingredients across 12 crop systems in China from 2001 to 2022<br>## Description of the data and file structureThe dataset was developed through field surveys covering 1181 respondents and 12 crop systems and order-dependent relationship quantitation of crop-specific pesticide usage patterns, combined with multi-objective optimization to minimize provincial-level prediction errors, with official statistics serving as constraint conditions. This approach integrated crop-specific application trends, registration timelines, and spatial disaggregation to produce active ingredient (AI)-specific input estimates at 5-arcmin resolution from 2001 to 2022. <br>The dataset contains two parts of files: 1) 22 subsets, named as the year from 2001 to 2022, produce the geographically grided inputs of 146 AIs in China, and 2)an excel file named ID and coordinates, presenting IDs of cell grids and their corrspondeing coordinates. Cell grids and their coordinates can be match through the code of these grids (the ID column).<br><br>## FilesThese files are composed of 1.8 gpkg excel files.2001.xlsx: 77086 rows, 45 columns2002.xlsx: 77086 rows, 64 columns2003.xlsx: 77086 rows, 81 columns2004.xlsx: 77086 rows, 94 columns2005.xlsx: 67611 rows, 119 columns2006.xlsx: 67611 rows, 131 columns2007.xlsx: 67611 rows, 135 columns2008.xlsx: 67611 rows, 137 columns2009.xlsx: 67611 rows, 141 columns2010.xlsx: 72053 rows, 144 columns2011.xlsx: 72053 rows, 144 columns2012.xlsx: 72053 rows, 144 columns2013.xlsx: 72053 rows, 145 columns2014.xlsx: 72053 rows, 146 columns2015.xlsx: 72053 rows, 146 columns2016.xlsx: 72053 rows, 146 columns2017.xlsx: 72053 rows, 146 columns2018.xlsx: 72053 rows, 146 columns2019.xlsx: 72053 rows, 146 columns2020.xlsx: 53581 rows, 147 columns2021.xlsx: 53581 rows, 147 columns2022.xlsx: 53581 rows, 147 columnsID and coordinates.xlsx: 86996 rows, 3 columns<br><br>## Code/softwareThe code for producing pesticide input datasets was processed using the R software (version 3.6.2) and is available on GitHub (https://github.com/CauJane/CPI_model).<br>
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figshare
创建时间:
2025-05-22
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