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Fish Bioenergetics Model 4

FB4 최신버젼 다운로드

최종 버전 다운로드 (.zip)

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## Welcome to Fish Bioenergetics 4.0

You can download the latest version of FB4 by clicking a button on this web page. The FB4 software, User Manual, and sample input files are all in the same zipped file. Instructions for getting started are in the User Manual (included in the zip file) and are also summarized below.

We are today (8/1/2026) releasing Version 1.1.8 of the FB4 software. Details for this update are explained at the bottom of this page.

FB4 v1.1.7 was released on 11/11/2024.

FB4 v1.1.6 was released on 9/21/2024.

FB4 v1.1.5 was released on 1/26/2023.

FB4 v1.1.4 was released on 1/21/2023.

FB4 v1.1.3 was released on 5/26/2021.

FB4 v1.1.2 was released on 3/4/2019.

FB4 v1.1.1 was released on 1/28/2019.

FB4 v1.1.0 was released on 10/31/2018.

FB4 v1.0.3 was released on 1/7/2018.

FB4 v1.0.2 was released on 12/13/2017.

FB4 v1.0.1 was released on 12/6/2017.

FB4 v1.0.0 was released on 12/1/2017.

The Open Access article by [Deslauriers et al. (2017)](https://doi.org/10.1080/03632415.2017.1377558) gives an introduction to this R-based modeling application.

There are two main goals of this website:
- First, to make the current bioenergetics software available and easy to use;
- Second, to facilitate the wider use and further development of the bioenergetics approach.

We hope to add information such as the following:
- Online User's Manual, with full explanations
- List of species for which bioenergetics parameters have been published
- Table of parameter values (a .csv file comes with the code)
- References to published models
- Background material for an online introduction to fish bioenergetics
- Suggestions for fitting bioenergetics models to data
- Ideas for future modifications

### Instructions
#### Steps to download, install and run Fish Bioenergetics 4.0

Fish Bioenergetics 4.0 (FB4) uses __R__ as a computing language and __Shiny__ through __RStudio__ as the supporting interface. You will need both of these programs in order to be able to run FB4 on your computer.

- Go to http://cran.r-project.org and download the latest version of R that is compatible with your computer (Windows or Mac).
- Go to http://www.rstudio.com/products/rstudio/download/, click on the button to download the free RStudio Desktop version, then download the latest version of RStudio under "Installers for supported platforms" that is compatible with your computer (Windows or Mac) operating system.
- Once both programs have been installed, save the FB4 folder downloaded from this website onto your desktop (or another suitable location).
- In RStudio, select __File -> Open File...__ and double click on the "server.R" file found in the FB4 folder on your desktop. This step only needs to be repeated if the server.R file has been modified or a different one is used, or if a different FB4 folder is used.
- In RStudio, go to __Session -> Set Working Directory -> Choose Directory...__ and select the __FB4__ folder you just saved. Once the folder has been selected, press the select (in Windows) or open (in Mac) tab. This step only needs to be performed once if the same FB4 folder is continually used. However, this step will have to be repeated if a different FB4 folder is created.
- You will now need to download the "Shiny" package, which will allow you to run the application. To do so, go to __Tools -> Install Packages...__ and type __Shiny__ under __Packages (separate multiple with space or comma)__. Then, click on __Install__. This might take 1-2 minutes.
- You are now all set to run the application. To do so, press the down-arrow icon to the right of the __Run App__ tab found in the upper right corner of the script window (upper left window) and select __Run External__. Once this is done, press the __Run App__ tab and FB4 will start in a new window of your browser.

Note: In some versions of RStudio, the __Run App__ tab does not appear. In that case, type __runApp()__ in the __Console__ window (lower left window) and insert the FB4 folder path inside the parentheses. The folder path should be inside quotation marks and should look something like: runApp("/Users/david/Desktop/Fish Bioen 4.0") Once done, press __Enter__ and the application should run.
- __Warning__: Any alteration to the __R__ script will cause the application to either be modified or not function. If you inadvertently modify the code, just make sure you do not save the __server.R__ or __ui.R__ files before closing and re-opening them again (or save them under a different name).

A similar set of instructions for getting started is in the FB Wiki: [FB Wiki](https://github.com/jim-breck/FB4/wiki)

### Simulation Setup
#### Setting up the files needed to run bioenergetics simulations

Once you successfully install and open __FB4__ you are ready to run bioenergetics simulations. To run a basic simulation, you will need to supplement the program with __Initial Settings__ and __Input Files__.

#### Initial Settings

* Species

You must first decide on the species you want to use for the simulation. Under the __Initial Settings__ tab, select the species of interest by scrolling through the dropdown menu under __Species__. You can see the species’ common and scientific name, along with the reference and parameters value on the right-hand side of the screen.

* Duration

You must then select the duration of your simulation. The duration of the simulation must not exceed the length of time found in the __Input Files__. In addition, the simulation days are arbitrary and do not fall under any calendar constraints (i.e., day of year). Type your first day in the __Initial Day__ box and your last day in the __Final Day__ box. The days you input here will be used to determine the range of data from the input files to run the simulations.

* Initial weight

All simulations require you to input an initial weight (in grams of wet weight) for the fish used in the simulation. Make sure you use a relevant weight that corresponds to the life stage of the species model you are using.

* Oxycalorific coefficient

This parameter is used to convert oxygen consumption into an energy unit (Joules/grams of O2) that is compatible with the modeling process. The default value was taken from Stewart et al. (1983) but be aware that all species do not require the same coefficient (see Elliot & Davison 1975 for more information).

* Fit to

This is where you decide what kind of simulation you want to run. By selecting __Final Weight__, you are telling the program that you want your fish’s final weight (in grams of wet weight) to equal the value you input in the box. The program will then iteratively adjust daily consumption so that the final weight calculated from the simulation matches the final weight you used as an input.

If you select __Consumption__, the program will use the value you input in the box (in grams of total prey wet weight) and assign the fish a daily consumption value so that the total consumption value from the simulation matches the consumption value you used as an input.

By selecting __Ration (g)__, you are telling the program to feed the fish a constant number of grams of prey every day.

By selecting __Ration (%)__, you are telling the program to feed the fish a constant % of the fish’s wet body weight every day.

Lastly, if you select __P-value__, the program will calculate a consumption value based on a constant proportion of maximum consumption (Cmax) on any given day. Remember that Cmax will vary depending on water temperature and fish body mass.

#### Input Files

Input data files contain information that might have been collected in the field, retrieved from historical archives, or obtained from scientific literature. These files are created outside FB4 and are loaded automatically by the program once it is launched. Not all simulations require the same input files but all simulations require the files in the Main Inputs folder to be filled out.

* Main Inputs

The Main Input files include: __Temperature__, __Prey Energy Density__ (__Prey_E__), __Prey Proportions__ (__Diet_prop__), __Predator Energy Density__ (__Pred_E__), and __Indigestible Prey__ (only if using Equation 3 for waste losses; see Stewart et al. 1983). All files are saved in .csv format (comma separated values). Default files have been provided with the Fish Bioen 4.0 folder but these can be modified to reflect your own data. To do so, simply replace the days and input data with your own data and save the .csv file before launching FB4. Data are linearly interpolated for the days where the data are missing. You must always have the same number of prey items for each of the input files (except __Predator Energy Density__) that you plan on using for the simulations.

The mortality file is the one case where daily values are __not__ interpolated. The value specified for one day remains in effect until a different value is specified (see User Manual for details).

__Note__: All input files __must__ start on day 1. Failure to do so will result in FB4 using the wrong set of days for the simulation.

* Input Files

Once you give FB4 the input data you want to use for your simulation, you can visualize them by selecting the __Input Files__ tab. However, you must make sure that you entered the __Initial Day__ and __Final Day__ sections under the __Initial Settings__ tab. This will allow you to visualize the input data for the time range for which you want to run your simulation. You will also notice that the plots generated under the __Input Files__ tab are reactive. This means that the plots will automatically adjust to reflect the __Initial Day__ and __Final Day__ of your simulation.

#### Output (to run the program)

Once you have inspected your input data and arranged your initial settings, you can run your simulation. To do so, click on the __Output__ tab and the program will run. As the program runs, a progress bar will be displayed in the lower right corner of the browser window.

After the program finishes running, you will see three tabs under the __Output__ tab: Table, Plot, and Summary.

* Table tab

Under the __Table__ tab, you can see the results of the simulation on a daily basis. To view different outputs, select within the __Variables__ box and many output options will become available. Select the ones of interest and they will appear in the table. Once you have all the data you need, you can download them into a .csv file onto the Fish Bioen 4.0 folder; select the __Download__ button and save the file to the folder.

* Plot tab

It is also possible to visualize the outputs in a plot format. To do so, select the __Plot__ tab. This will bring you to a plot with 2 y-axes. You can modify the variables found on either y-axes or the x-axis by scrolling down the dropdown menus below __Plot Output__.

* Summary tab

Finally, by selecting the __Summary__ tab, you will be able to see the final weight, consumption and p-value calculated or used for the simulation. Keep in mind that the p-value is irrelevant if you choose to run a simulation using the __Fit to: Ration__ options.

#### Design File

It is possible to set up what we call a __Design_File__ to run a series of simulations, one right after the other; this is often called running simulations in batch mode. Using a Design File lets you easily document the initial values and files you used for a set of runs, easily repeat your set of runs if changes are needed, and obtain a summary of the simulation output in a single log file (with one row of summary output per run). Several Design Files are included as examples.

* One row per run

There will be one row in the Design File for each run you do. In the Design File you must specify the input values for each run, which can include different initial weights, final weights, different temperture files, etc. You have more flexibility in naming input files (e.g., Temp_20C.csv, Temp_25C.csv, Temp_30C.csv) compared to running simulation "by hand," (where the temperature file must be Temperature.csv). You also specify the name of a Log File, which will contain the summary information for each run in the Design File, including final weight and total consumption. For some questions, all the information you need might be in the log file for a set of runs. It is possible to save the full set of daily output values for a run by setting the value of "Save_Daily_Output" for that run to TRUE and naming a corresponding daily-output file.

* Option for behavioral thermoregulation

As of Version 1.1.6, there is a new option when using a Design File. You can allow the fish to do behavioral thermoregulation during a simulation run. With this option the fish stays at the preferred water temperature (specified by the user) whenever the lake water temperature goes above that value during the simulation. This simulates a thermally stratified lake, where the surface water can be warmer than the preferred temperature, and the fish can move down in the water column to seek its preferred temperature. For example, an adult Bluegill might prefer to remain at 27 C when the surface water temperature exceeds that value. An example Design File for this case is included: FB4_Design_Bluegill_Thermoregulation.csv. The user should add two columns to the Design File, one column named Use_Thermoregulation (where each run is assigned TRUE or FALSE) and another column named Thermoregulation_Temp (where each run is given a value (e.g., 27) representing the preferred temperature, or else NA if there is no thermoregulation for that run). See the example.

* Running a Design File

To run a Design File, you need to make two small changes to the R code, which is easy from RStudio. With RStudio running, look at the FB4 R code showing in the top-left RStudio window. First, around line 27, specify the Design File you want to use; follow the example code near that line. For example, you could remove the comment character (#) from line 28 to make it like this: Design_File = "FB4_Design_Example_1.csv"  Second, near line 70, set UseDesignFile to TRUE. (Set UseDesignFile to FALSE to return to doing simulations "by hand.") Then save those changes in the R code by clicking File Save in the top menu in RStudio. Now, when you click "Run App", and the browser window opens, click on the Output tab, and the Design File will start running. Check the RStudio Console window to see the messages for each run. When all the runs have completed, open the log file to see the results for your series of runs.

See the note below for v1.1.0 for another brief explanation of how to use Design Files.

### FB4 versions:

- __Latest version: FB4 v1.1.8__ was released 8/1/2026. Click the "Download .zip" button at the top of the web page to obtain the latest version. This version reorganizes the R code. The model functions that were formerly all contained in server.R are now kept in separate files in the "R" folder, grouped by topic (for example, R/bioenergetics/consumption.R and R/sub_models/body_composition.R). This makes the code easier to read and to maintain. There is no change in how you use FB4, and no change in model results: output from a test set of 96 model runs is identical to that from v1.1.7.

- __FB4 v1.1.7__ was released 11/11/2024. This version fixes an issue running FB4 without a Design File.

- __FB4 v1.1.6__ was released 9/21/2024. This version adds a new option for Design Files to specify behavioral thermoregulation. Using this option, a simulated fish experiences (seeks out) a specified preferred temperature whenever the water temperature exceeds that value. For example, an adult Bluegill may remain in 27 C water when the epilimnion of a thermally stratified lake exceeds 27 C. To use this option, add two columns to the Design File: Use_Thermoregulation and Thermoregulation_Temp. In the Use_Thermoregulation column, enter TRUE for each simulation (row) that will use this option, and FALSE otherwise. In the Thermoregulation_Temp column, enter the temperature to which the fish will behaviorally thermoregulate (e.g., 27) if surface water exceeds this value, or enter NA if there is no thermoregulation for that run. An example Design File is included. Some additional minor changes were made to the code.

- __FB4 v1.1.5__ was released 1/26/2023. This version corrected the default value of UseDesignFile to FALSE so that manual runs are expected initially.

- __FB4 v1.1.4__ was released 1/21/2023. This version made three minor types of modifications. First type of changes involves new options for Design Files. When using Design Files, sometimes you want one run to continue where another run ended, in terms of individual weight or number of fish. When doing multiple runs in a Design File, if you specify the initial weight ("Initial_W") for the second (or later) run as NA, then the model uses the final weight from the previous run as the initial weight for the current run. Similarly for number of fish; if you specify the initial number ("N_indiv") for the second (or later) run as NA, then the model uses the final number of fish from the previous run as the initial number of fish for the current run. You can specify a different mortality rate for each run by specifying a different mortality file for each run. Second type of changes: For Design Files it is now possible to save the full set of daily output values for a run by making the value of "Save_Daily_Output" for that run be TRUE and naming a corresponding daily-output file in the Design File. If the same daily-output file is used for multiple runs, then the daily output from each run is appended to the previous daily output. (The user will need to remove the extra row of column names at the start of each run, and perhaps make a new column for cumulative days of the simulation. Note that cumulative daily consumption (and other cumulative daily values) in the daily-output file restarts at zero for each run.) A third set of changes was made in the program to check for needed input files. If an input file is needed but not found (e.g., due to having a different file name than expected, or not being in the expected file directory), a short message is now printed to the RStudio Console window before ending the run; this should make it easier to understand why the run ended.

- __FB4 v1.1.3__ was released 5/26/2021. This version fixes an error in the reporting of Specific.Growth.Rate.g.g.d. Thanks to Steve Blumenshine for identifying and reporting this error.

- __FB4 v1.1.2__ was released 1/4/2019. This version fixed a bug that stopped the program during p-fitting if weight became negative; now, the program prints a message to the Console and continues with the p-fitting.

- __FB4 v1.1.1__ was released 1/28/2019. This version has two minor changes. The first change fixes a bug that had prevented use of the "Download Table" button when a run is completed. The second change is to add another Design File ("FB4_Design_Bluegill_2.csv") and two Temperature files that it uses (Main Inputs/Temperature_20C.csv, and Main Inputs/Temperature_25C.csv). See the note for v1.1.0 for a brief explanation of how to use Design Files.

- __FB4 v1.1.0__ was released 10/31/2018. This version can be used in the same way as earlier versions. There are two minor changes and one major change. One minor change is that the number of decimal places for output of the p-value is increased from 4 to 6 decimal places. A second minor change is the addition of some warning messages if fish weight becomes negative or if the program cannot calculate the new weight at the end of a day, to help in debugging simulations. The major change with this version is the ability to use a __Design File__ to run a series of simulations, each with different input values and input files (e.g., Temperature.csv, Temperature_plus2C.csv, Pred_E.csv, Pred_E_4500.csv). For example, users could compare food consumption by different sizes of fish, or food consumption under different temperature regimes or prey energy densities. The summary output from the series of simulations is written to a separate log file, which the user specifies in the Design File. See the example Design Files that are included. To try using a Design file, pick one of the examples in lines 15-20 of the R code, and remove the starting "#" so that the chosen line of code becomes active. For example, line 17 (Design_File = "FB4_Design_Examples_1-4.csv") specifies a Design file which has input values for all the runs for Examples 1, 2, 3, and 4 in the User Guide. (Example 5 is a separate Design file.) Then go to line 53 of the R code and change FALSE to TRUE: UseDesignFile <- TRUE Then, from the top menu in RStudio, click File Save to save these changes in the code. Then run the model. In this version, you need to pick a Species, set initial and final days, select the fit option and value, in order to start the model going. But if UseDesignFile is TRUE, these user inputs are ignored: only the input values in the Design File are used in the runs. Note that the user can create multiple input files, e.g., for different temperature regimes, different diet files, different energy density files, etc., and can specify the desired files to use for each separate run in the Design File. (A future update will probably allow users to choose a Design file from a menu.) To stop using a Design File, go to line 53 of the R code, make UseDesignFile <- FALSE and save that change in the R code by clicking File Save in the top menu in RStudio.

- __FB4 v1.0.3__ was released 1/7/2018. This minor update adds the creation of a log file (FB4_Log_File.csv), which is written to the current directory after each run. After the file is first created, information from subsequent runs is appended to the previous file. This log file records the date-time, program version, input values, file names used for the simulation run, and summary output values. These input and output values are also printed to the RStudio Console. If you open FB4_Log_File.csv in Excel to see the values, be sure to close the file before doing another run, or else you will get an error: R will not be able to write (append) new information to the log file while it is open in Excel.

- __FB4 v1.0.2__ was released 12/13/2017. This minor update includes checks to avoid reading some additional input files that are not needed for a particular run. The Mortality input file is not read unless that sub-model is selected. Reproduction file is not read unless that sub-model is selected. If the last day of values in these two files are less than the Final Day of the simulation entered in Initial Values, then a caution message is displayed on the Sub-Model graph to remind the user there may be a problem unless more days are added to the file. The purpose of these changes is to help prevent file errors for new users, who may delete files or forget to update files they don't think they need.

- __FB4 v1.0.1__ was released 12/6/2017. This minor update includes checks to avoid reading input files that are not needed for the selected species parameters. The Indigestible_prey file is not read unless EGEQ == 3; the program needs this file only if Egestion Model 3 is being used. Similarly, the Pred_E file is not read unless PREDEDEQ == 1; this file is not needed if predator energy density is based on weight (PREDEDEQ 2 or 3). The purpose of these changes is to help prevent file errors for new users, who may delete files or forget to update prey types in files they don't think they need.

- __FB4 v1.0.0__ was released on 12/1/2017.

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