Evidence map›Paper›PMID 41702928›Full record

ArticleNature communications2026

Earth system simulations suggest that the Proterozoic ocean was greener but less productive.

Peng Liu, Yonggang Liu, Lin Dong, Jian Zhang, Sanzhong Li, Yihui Chen

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Peng LiuFrontiers Science Center for Deep Ocean Multispheres and Earth System, Key Lab of Submarine Geosciences and Prospecting Techniques, Ministry of Education and College of Marine Geosciences, Ocean University of China, Qingdao, China.ORCID http://orcid.org/0000-0003-4175-504X
Yonggang LiuLaboratory for Climate and Ocean-Atmosphere Studies, Department of Atmospheric and Oceanic Sciences, School of Physics, Peking University, Beijing, China. ygliu@pku.edu.cn.ORCID http://orcid.org/0000-0001-8844-2185
Lin DongKey Laboratory of Orogenic Belts and Crustal Evolution, Ministry of Education and School of Earth and Space Sciences, Peking University, Beijing, China.ORCID http://orcid.org/0000-0003-1754-842X
Jian ZhangState Key Laboratory of Tibetan Plateau Earth System, Environment and Resources (TPESER), Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing, China.
Sanzhong LiFrontiers Science Center for Deep Ocean Multispheres and Earth System, Key Lab of Submarine Geosciences and Prospecting Techniques, Ministry of Education and College of Marine Geosciences, Ocean University of China, Qingdao, China.ORCID http://orcid.org/0000-0002-3436-2793
Yihui ChenLaboratory for Climate and Ocean-Atmosphere Studies, Department of Atmospheric and Oceanic Sciences, School of Physics, Peking University, Beijing, China.ORCID http://orcid.org/0000-0001-9166-0837

Funding

National Natural Science Foundation of China (National Science Foundation of China) 42225606
6 · The paper itself

Abstract

Geological records suggest that marine phytoplankton might have arisen in the Proterozoic while zooplankton remained absent, and marine productivity was not excessively low. However, quantitative estimates of phytoplankton biomass and net primary productivity remain elusive. Here, we use the Community Earth System Model version 1.2.2, modifying biological module and boundary conditions, to simulate marine biogeochemical cycles in the Proterozoic. The simulations demonstrate that, within the expected range of nutrient levels, phytoplankton at sea surface was more than 2 times denser than present, sustaining a greener ocean due to the absence of predators. Heavier surface chlorophyll in the Proterozoic would block sunlight from reaching subsurface layers. This so-called self-shielding effect would decrease subsurface net primary productivity significantly. Simulations show that, through the combined influence of low nitrate level under a low-oxygen environment, the absence of diatoms, and self-shielding, the Proterozoic net primary productivity was only approximately 60% and 30% of the present level in warm (almost ice-free) and cold (sea-ice reaches around 30°N/S) periods, respectively. These findings are subject to uncertainties in model framework and Proterozoic nutrients levels; a slightly less green ocean or more productive ocean was possible if the phosphorus level was much lower or higher than the present level.

Identifiers

PMID41702928
PMCPMC13022481

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