Related Experiment Video
Updated: Sep 17, 2025

Cereal Crop Ear Counting in Field Conditions Using Zenithal RGB Images
Published on: February 2, 2019
A global dataset of public agricultural R&D investment: 1960-2022
Michiel van Dijk1,2, Keith Fuglie3, Paul W Heisey4
1Wageningen Social & Economic Research, Wageningen University & Research (WUR), the Hague, the Netherlands. michiel.vandijk@wur.nl.
Abstract:
Investment in public agricultural R&D is a key driver of agricultural productivity, which is regarded as one of the major solutions to enhance global food security, reduce the environmental impact of agricultural production and enhance crop resilience to climate change. Detailed information on public agricultural R&D investment is required to inform national science and technology policies that aim to improve the performance of the agricultural sector and monitor whether countries are on track to reach (inter)national targets. Due to the long lead-time, it requires exceptionally long time-series to assess the impact of public agricultural R&D spending on present and future agricultural productivity. To address these issues, this paper presents GRAPE - the WUR-ERS Global Research on Agriculture: Personnel & Expenditures dataset, which contains data on the number of public agricultural researchers and R&D expenditures for 190 countries, broadly covering the period 1960-2022. To construct the dataset, information from a large number of sources was combined, different R&D classifications were harmonized and missing data were imputed.
More Related Videos
Related Concept Videos
Light Acquisition
Plant Breeding and Biotechnology
Microorganisms in Agriculture and Food industry
Responses to Drought and Flooding

