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Scientists improve predictions of how temperature affects the survival of fish embryos

December 6, 2016
NOAA Fisheries West Coast Region
Researchers found the thermal tolerance of Chinook salmon embryos in the Sacramento River is much lower than expected from laboratory studies. Exploring the cause of this discrepancy led to new insights into how egg size and water flow affect the survival of fish eggs.


Scientists closely tracking the survival of endangered Sacramento River salmon faced a puzzle: the same high temperatures that salmon eggs survived in the laboratory appeared to kill many of the eggs in the river.

Now the scientists from NOAA Fisheries and the University of California at Santa Cruz have resolved the puzzle, realizing new insights into how egg size and water flow affect the survival of egg-laying fish. The larger the eggs, they found, the greater the water flow they need to supply them with oxygen and carry away waste.

The results of the study were published in the scientific journal Ecology Letters. NOAA Fisheries is using the findings to improve protection of fish in the Sacramento River.

"Our model, based on a literature search of laboratory studies, predicted that temperatures in the upper Sacramento River since 1996 almost never got warm enough to cause mortality of salmon embryos," said Benjamin Martin, NOAA Fisheries researcher and lead author of the study. "But data from field studies in the Sacramento River indicated that in some years, temperature-related mortality exceeded 75 percent, for example, in 2014-2015."

Scientists often use laboratory studies to estimate how species will respond to elevated temperatures. The results from this study reveal that fish may respond to temperature differently in the field than in the lab. Understanding the causes for this difference may help researchers improve their predictions of how temperature affects fish eggs across different environments. "We wanted to know why these salmon eggs have a much lower thermal tolerance in the field compared to the lab," said Martin. "We hypothesized that the reason salmon eggs die in the river is because they don't get enough oxygen."

External temperatures govern the biological processes of salmon eggs and the embryos inside. As the water gets warmer their metabolism increases, demanding more and more oxygen. Unlike juvenile and adult fish, eggs cannot move and don't have a developed respiratory or circulatory system. Instead they rely on flowing water to supply oxygen and carry away waste products. Winter-run Chinook salmon are especially challenged when it comes to warmer water temperatures because their eggs are atypically large and require more oxygen exchange. Their egg size evolved to take advantage of cold water above Shasta Dam where they once spawned. However, the salmon now spawn in the warmer Sacramento River below the dam.

After further analysis of field data, scientists found a fundamental difference between conditions in the laboratory and conditions that effect eggs in the wild.


Laboratory studies estimating the temperature tolerance of the Chinook eggs are generally conducted with water flowing over the eggs about two to three times faster than salmon eggs typically experience in the wild, where eggs are buried deep in their gravel nests. The faster moving water provides more oxygen to the eggs in the laboratory, allowing them to survive higher temperatures.

The researchers borrowed concepts from physics to develop a model to determine how much oxygen flowing water can supply to fish eggs, depending on its velocity. The model predicted that the slower flowing water in the river would not supply the oxygen needed for egg viability in elevated temperature conditions. Field studies found that the slower flow in the river equated to about a 3 ºC difference in the temperature tolerance of eggs, exactly what the model predicted.

This new model also provides an explanation for why fish species produce larger eggs in colder water. In general, the oxygen demand of eggs is proportional to their volume, while oxygen supply is proportional to the surface area of the egg, where the oxygen diffuses into the egg from the surrounding water. The surface area to volume ratio of an egg decreases with increasing egg size, which sets a limit on how large eggs can be and still get enough oxygen to survive. Since oxygen demand increases with temperature, fish species in warm water must make smaller eggs to match oxygen demand with supply. However this model also predicts that fish can produce larger eggs in warm waters when they are in high flow environments.

The researchers compiled data on 180 fish species and found that eggs in high flow environments, such as rivers, consistently produce larger eggs than expected for a given temperature. Some fish have even adapted to produce larger eggs in warm waters by using their tail to fan water over their eggs, which comes with a significant cost in terms of energy, time and risk of predation.

One important implication of this model is that warming conditions and declines in oxygen levels in aquatic systems may create evolutionary pressure for fish to produce smaller eggs in the future.

NOAA Fisheries has incorporated the new findings into agency guidance regarding the temperatures needed to support endangered Chinook salmon in the Sacramento River.

"This science helps us understand how seemingly small changes in river conditions can make a big difference for the salmon we're trying to protect," said Maria Rea protect," said Maria Rea, Assistant Regional Administrator for the California Central Valley Office. "This is a reminder that as much as we can learn in the laboratory, we have to always check that against what we see in the wild."

Story Source:

Materials provided by NOAA Fisheries West Coast Region. Note: Content may be edited for style and length.

Journal Reference:

  1. Benjamin T. Martin, Andrew Pike, Sara N. John, Natnael Hamda, Jason Roberts, Steven T. Lindley, Eric M. Danner. Phenomenological vs. biophysical models of thermal stress in aquatic eggs. Ecology Letters, 2016; DOI: 10.1111/ele.12705

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NOAA Fisheries West Coast Region. "Scientists improve predictions of how temperature affects the survival of fish embryos." ScienceDaily. ScienceDaily, 6 December 2016. <>.
NOAA Fisheries West Coast Region. (2016, December 6). Scientists improve predictions of how temperature affects the survival of fish embryos. ScienceDaily. Retrieved September 23, 2023 from
NOAA Fisheries West Coast Region. "Scientists improve predictions of how temperature affects the survival of fish embryos." ScienceDaily. (accessed September 23, 2023).

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