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Better Satellite Data for Agriculture: Researchers Call for Open Access

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​​​04.03.2025

Press Release

Fields in Nigeria  

Currently, few agricultural operations have access to high-resolution commercial satellite imagery. Researchers are calling for this data to be made more accessible to advance both research on the United Nations Sustainable Development Goals and agricultural practices. More precise Earth observation data could not only improve scientific analysis, but also help farmers better assess climate risks and manage their fields more efficiently. In a recent publication in PNAS, researchers explain that smallholder farmers in particular could benefit from access to more accurate data. The Leibniz Centre for Agricultural Landscape Research (ZALF) contributed to the study.

Earth observation satellites provide valuable data for research by cost-effectively capturing large-scale changes in land use, soil moisture and carbon storage. This knowledge is essential for analyzing the effects of climate change and developing sustainable agricultural practices.

Satellite imagery is also becoming increasingly important in agricultural practice. Farmers are already using them to optimize field management, such as more precise application of fertilizer or early detection of drought stress. In the future, integrating this data with artificial intelligence could enable even more targeted recommendations for fertilization and irrigation.

​"For sustainable agriculture, we need more accurate data on crop yields, soil quality, and climate risks," said Dr. Esther Shupel Ibrahim of ZALF, one of the study's co-authors. "Unfortunately, commercial satellite imagery is often expensive or difficult to access." ​

Closing the data gap - supporting smallholder farmers

High-resolution satellite data is collected primarily by private companies such as Maxar Technologies, Planet Labs, and Airbus Defence and Space. Their satellites provide images with resolutions down to 30 cm, but access is typically limited by cost. In contrast, public programs such as Landsat (NASA/USGS) and Copernicus Sentinel (ESA) provide freely available Earth observation data, albeit at lower spatial resolution.

While large farms can afford to purchase commercial data for precision agriculture, smaller farms often face barriers to access. Opening up these archives could help bridge this gap, allowing all farmers to benefit from modern technology.

Open Data for Better Decisions

The study highlights that 84% of the UN Sustainable Development Goals remain unmet. This is particularly concerning for Goal 2: Zero Hunger, which addresses global malnutrition and food security. Many smallholder farms around the world are experiencing stagnant or even declining productivity. Improved access to data could support better farming practices and reduce crop losses.

Free access to high-resolution satellite imagery could significantly advance research while directly benefiting farmers. More accurate information on soil moisture, plant health, and drought risk could help increase yields and minimize losses.

"Sustainable agriculture starts with knowledge," says Dr. Esther Shupel Ibrahim. "If we have the right data, we can take more targeted action to protect the climate and the environment."

Project Partners:

  • Université catholique de Louvain
  • Leibniz Centre for Agricultural Landscape Research (ZALF)
  • University of Zurich
  • NASA Ames Research Center
  • European Space Agency (ESA)
  • Humboldt Universität zuBerlin

Further Information:
https://www.pnas.org/doi/abs/10.1073/pnas.2410246122

Text Disclaimer:
This is an AI-assisted summary of the original text: Rufin, P., Meyfroidt, P., Akinyemi, F. O., Estes, L., Ibrahim, E. S., Jaini, M., Kerner, H., Lisboa, S. N., Lobell, D., Nakalembe, C., Persello, C., Picoli, M. C. A., Ribeiro, N., Sitoe, A. A., Waha, K. & Wang, S. (2025). To enhance sustainable development goal research, open up commercial satellite image archives. Proceedings of the National Academy of Sciences (PNAS), 122(7), e2410246122. https://doi.org/10.1073/pnas.2410246122. Published Open Access under the CC BY-NC-ND 4.0 license: https://creativecommons.org/licenses/by-nc-nd/4.0/. 

 

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Satellite image of a smallholder agricultural landscape in Nigeria. The many small fields show the fragmented land use typical of smallholder farms. High-resolution satellite data are essential to better understand these structures and to analyze agricultural challenges, especially in the context of climate change. | Image may be used for editorial purposes provided the source is acknowledged: © Google Earth
Satellite image of a smallholder agricultural landscape in Nigeria. The many small fields show the fragmented land use typical of smallholder farms. High-resolution satellite data are essential to better understand these structures and to analyze agricultural challenges, especially in the context of climate change. | Image may be used for editorial purposes provided the source is acknowledged: © Google Earth

 

Pictures

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The figure shows how much smallholder field sizes vary between countries - in Nigeria (left) there are 93 small fields in an area that in Germany (right) is occupied by just one field. High-resolution satellite data are crucial for better analysis of crops, yield risks and agricultural structures in smallholder regions - especially in the context of climate change. The image may be used for editorial purposes provided the source is cited: © Google Earth
The figure shows how much smallholder field sizes vary between countries - in Nigeria (left) there are 93 small fields in an area that in Germany (right) is occupied by just one field. High-resolution satellite data are crucial for better analysis of crops, yield risks and agricultural structures in smallholder regions - especially in the context of climate change. The image may be used for editorial purposes provided the source is cited: © Google Earth
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