Predicting the Nitrogen and Crude Protein Content
of Fish from Wet Weight
(*see Ramseyer, LJ 2002
Predicting Whole-Fish Nitrogen Content from Fish Wet Weight Using Regression Analysis, North American Journal of Aquaculture 64:195-204)
It was recently discovered that the nitrogen (N) and
crude protein content of fish can be predicted from fish weight. A
study by *Ramseyer
(2002) found a strong linear relationship between N content and body weight
for log-transformed data for 68 species of
fish and hybrids
(see graph).
Although a strong relationship between body composition and body
weight has previously been reported for
a few species, this study is the first to demonstrate that this relationship
exists for all
species for which data was available. This page provides an introduction to the study, and makes available
a downloadable database
(Excel 7.0a, 457 kb) of 2800 observations of fish N and crude protein content.
It also provides linear regression variables to facilitate the calculation
of fish N content from body weight for 68 species and hybrids. This
information will be of major utility for applications where fish N or protein information is needed, including animal diet design, fish hatchery
management and water quality monitoring.
Click on a Question
- How was the body composition-body
weight relationship determined?
- How can the study findings be put to practical use?
- How do I calculate the N and crude protein content of whole fish from wet weight?
- Are N and crude protein values for fish
available in tabular form?
- Do similar body composition-body weight
relationships exist for other kinds of animals?
- I have raw data. How can I contribute to this database?
Answers to Questions
Nitrogen (N), crude protein and body weight data were compiled for growing fish from most volumes
of Aquaculture (1972-1977), Journal of the World Aquaculture Society (1983-1997),
Nippon Suisan Gakkaishi (1979-1997) and Progressive Fish-Culturist (1960-1997).
Whole body N and crude protein values were interconverted using the relationship:
crude protein = (N x 6.25). Data for each species or hybrid were log-transformed and pooled.
Linear regression equations were calculated using the least squares method.
Back to questions
2. How can the study findings be put to practical use?
Fish composition is usually determined using chemical methods. Chemical analysis
usually requires the destruction of the animal,
can be expensive and may require the use of toxic chemicals. However, once the
mathematical relationship between fish N content and body weight has been
defined, simple calculations may replace
repetitive chemical analysis of fish in many situations.
For example:
- Determining the nutritional value of whole fish fed to other animals.
Fish are a main food source for seals, sea lions, porpoises, certain birds
and even other fish, and are an important seasonal delicacy for bears
preparing for winter hibernation. Zookeepers may use the regression
equations to estimate the amount of protein fed to their fish-eating charges.
Similarly, biologists may use the regression equations to estimate
the protein intake of wild animals after observing the size and species of
fish eaten.
- Studying the N budget of a stream. Nitrogen is often the first limiting nutrient for algae growth in water.
The
decomposing carcasses of spent migratory fish such as salmon may be an
important source of N enrichment in some streams. Since fisheries managers
frequently count the number of returning spawners in streams, the contribution
of spawner carcasses to the N budget of streams can be estimated using regression relationships
once average spawner weight is determined.
- Measuring or predicting N in fish hatchery effluents using Mass
Balance Models. The N content of fish of various sizes is a key component in mass balance
models. Mass balance models are used to:
- Calculate how much N is in hatchery effluents. This is done
to ensure that a hatchery is within its legal limits for waste discharge. Although
N can be measured directly in effluent samples using chemical methods, effluents must be
sampled continuously to provide an accurate measurement of N loss.
Mass balance calculations may be a more economical way to estimate N in effluents.
- Calculate maximum fish production rate at a hatchery which is
possible without exceeding N discharge limits.
- Locate sites for future aquaculture facilities. Sites may be located
based on predicted N concentrations in hatchery effluents and a knowledge of legal waste discharge limits.
Back to questions
The regression relationship is described by the formula:
log whole fish N (g) = (log fish wet weight, g) x (slope) - (intercept).
Slope and intercept values for 68 species of fish and hybrids are listed in Table 1. *NOTE* that
calculations are only valid when the fish for which you are determining N content is within
the same weight range as the group of fish originally used to derive the slope
and intercept.
Permissible weight ranges are listed in Table 1.
Example calculation: How much N is in a 379 g common carp?
For protein, see Step 4
Step 1 Check weight range
A 379 g common carp is within the permissible weight range (0.0078 - 1450 g) for
common carp listed in Table 1.
Step 2 Get slope and intercept
For common carp, the slope is 1.03 and the intercept is -1.69 (Table 1).
Step 3 Calculate N content
The log of 379 is 2.5786.
Log N = (2.5786) x (1.03) - 1.69
Log N = 0.966
Antilog N = 9.247 g. Therefore, a 379 g common carp contains approximately 9.25 g N.
Step 4 Calculate protein content
Nitrogen values can be converted to crude protein using the formula: crude protein = (N x 6.25).
Therefore, a 379 g common carp contains approximately (9.247 g x 6.25) = 57.8 g crude protein.
Back to questions
Table 2 provides
whole body N and crude protein values calculated for some commonly cultured species in
25 to 50 g weight increments.
Back to questions
Yes. Highly significant linear relationships have also been found between whole body
N and whole body weight for insects, birds and mammals.
Details may be found in Ramseyer (in review).
Back to questions
Contribution of raw data is welcome and encouraged, especially for species and fish sizes not
yet characterized. The database will be updated periodically and released on this site.
Plans are underway to link the fish database with a database of feeder organism body composition
currently under development by the
American Zoo and Aquarium Association Nutrition Advisory Group. All contributions
will be acknowledged. Please contact
Laurel Ramseyer with inquiries.
Back to questions
Back to the top
This page was last updated May 19, 2000 http://www.mi.nmfs.gov/Nfish.html