Data from: Effects of salinization on tropical freshwater wetland primary producers and aquatic invertebrates
Data files
Oct 30, 2025 version files 132.96 KB
-
Algae_R_Data_Upload.xlsx
34.08 KB
-
Macrophyte_R_data_Upload.xlsx
19.25 KB
-
README.md
5.47 KB
-
Zooplankton_R_Data_Upload.xlsx
74.16 KB
Abstract
Sea level rise is expected to transform coastal aquatic ecosystems worldwide. The freshwater wetlands of tropical northern Australia are among the most biodiverse and productive ecosystems on the continent, but owing to high regional rates of sea level rise coupled with low-lying land and large tides, they are increasingly affected by saltwater intrusion. The propagule bank, including seeds of aquatic primary producers and eggs of aquatic invertebrates, stored in wetland sediment, is vital for the establishment of ecological communities, and ultimately for primary and secondary production. This experimental study examined the impact of increasing salinity on the emergence of primary producers and invertebrates from sediment cores collected from tropical freshwater wetlands between Darwin and Kakadu National Park in Northern Australia. Sediment cores (n=216) were placed in microcosms and inundated with one of four salinity treatments: 0 ppt (freshwater/control); 7 ppt; 16 ppt, and 35 ppt (seawater) and decanted on approximately days 10, 20, and 90. In comparison to freshwater controls, median chlorophyll a of phytoplankton and benthic algae declined sharply with increasing salinity, and in the highest salinity treatment, were reduced by 93% and 60% respectively. Macrophyte biomass, aquatic invertebrate density, and richness were reduced to near zero in all salinity treatments. Increasing salinity decreases the abundance of primary producers and aquatic invertebrates that emerge from sediment cores in seasonally inundated tropical freshwater wetlands. Macrophyte emergence exhibits no tolerance to salinities above freshwater (0 ppt), and aquatic invertebrate emergence declines rapidly in both abundance and diversity as salinity increases. Our results suggest that freshwater aquatic primary producers and aquatic invertebrates will be severely impacted by sea level rise and saltwater intrusion. Reduced freshwater aquatic primary production and aquatic invertebrates may have important implications for food webs, and other social and biodiversity values of tropical freshwater wetlands.
Dataset DOI: 10.5061/dryad.8931zcs1v
Description of the data and file structure
The data consists of three files containing the results for zooplankton, macrophytes, and algae. This data was collected as part of the inundation salinity experiment using sediment cores from one of nine wetlands across three coastal tropical floodplains which examined the impacts of increasing salinity on emergence of primary producers and aquatic invertebrates at the start of the wet season. Files contain sample details, including treatment and wetland/catchment, as well as, the biological data of the three biota groups.
Files and variables
File: Zooplankton_R_Data_Upload.xlsx
Description: Results of the aquatic invertebrates collected during the experiment.
Variables
- Wetland: Name of wetland sediment cores were collected at.
- Sample: label from 1 to 24 of sediment cores collected from each wetland.
- Catchment: Name of catchment wetland is located at.
- Treatment: A = 0 ppt, B= 7ppt, C = 16 ppt, D= 35 ppt.
- Time: 10 = day 10, 20 = day 20, 30 = day 30.
- Zooplankton Richness: Number of different invertebrates found.
- Total Abundance: Total Number of all invertebrates found.
- The following columns list the number of invertebrates in each group: Collembola, Elimidae, Oribatida, Hydrophilidae, Ostracoda_1, Ostracoda_2, Nematoda, Chironomidae, Tipulidae, Trombidiidae, Trichoptera, Dytiscidae, Chrysomelidae, Staphylinidae, Chydoridae, Calanidae, Sididae, Macrothricidae, Planorbidae, Cyclopidae, Conchostraca, Culicidae, Lymnaeidae, Moinidae.
File: Macrophyte_R_data_Upload.xlsx
Description: Results of the macrophytes collected at the end of the experiment.
Variables
- Wetland: Name of wetland sediment cores were collected at.
- Sample: label from 1 to 24 of sediment cores collected from each wetland.
- Floodplain: Name of catchment wetland is located at.
- Treatment: A = 0 ppt, B= 7ppt, C = 16 ppt, D= 35 ppt.
- Day 9, Day 21, Day 34, Day 98: States if macrophytes were either present or absent in the sample on the stated day.
- Species Richness: Number of different macrophytes based on simple morphological differences.
- Biomass dryweight g: The dry weight of the total collected biomass of macrophytes from each sample in grams.
File: Algae_R_Data_Upload.xlsx
Description: Results of the phytoplankton sampled during the experiment and benthic algae collected at the end of the experiment.
Variables
- Wetland: Name of wetland sediment cores were collected at.
- Sample: label from 1 to 24 of sediment cores collected from each wetland.
- Catchment: Name of catchment wetland is located at.
- Treatment: A = 0 ppt, B= 7ppt, C = 16 ppt, D= 35 ppt.
- Time: 10 = day 10, 20 = day 20, 30 = day 30.
- Phytoplankton_Chl_a_ug_L: Phytoplankton density measured in the amount of chlorophyll a per microgram per L.
- Benthic_algae_ug_m2: Benthic algae density measured in the amount of chlorophyll a per microgram per meter squared, sampled only at Time 90.
- NA indicates a sample in which a variable was not measured. In the benthic_algae_ug_m2 column this occurred as benthic algae was only measured at Time 90 and not at Time 10 or Time 20.
File: Microcosm_Methods_Supplementary_file_Oikos
Description: Supplementary information of the experiment, which gives more context to the data.
- Figure S1: Google Earth image with pins indicating locations in which sediment cores were collected. Acronyms used to indicate each site are described in Table S1. Coloured pins indicate wetlands in the same floodplain catchment with: blue pins indicating Howard River floodplain wetlands; yellow pins indicating Adelaide River floodplain wetlands; and red pins indicating Mary River floodplain wetlands.
- Figure S2: Graph with the climate averages at Darwin airport with is the major city located near the floodplains. Based on the Australian Bureau of Meteorology online data. Red line = average maximum temperature per month, blue line = average minimum temperature per month, grey bars = average rainfall per month.
- Table S1: Table with the names and locations of wetlands in Figure S1. Columns include floodplain, wetland names, longitude and latitude, and elevation in relation to MSL (Mean Sea Level). Elevation data obtained from Google Earth (Version 10.61.0.4).
- Table S2: Table with the mean water quality measured in the field at each wetland site. Includes site (wetland name), temperature (measured in degrees Celsius), conductivity (measured in millisiemens per centimeter), dissolved oxygen (O2) ( measured in milligram per litre), pH, and turbidity (measured in NTU (Nephelometric Turbidity Unit)).
Code/software
Files are saved in .xlsx format and can be viewed using Excel. The data is formatted for analysis in R studio.
References
- Davies, A. L. and J. H. R. Gee. (1993). A simple periphyton sampler for algal biomass estimates in streams. Freshwater Biology, 30:47–51. doi: doi.org/10.1111/j.1365-2427.1993.tb00787.x
- Welschmeyer N. A. (1994). Fluorometric analysis of chlorophyll a in the presence of chlorophyll b and pheopigments. Limnology and Oceanography, 39(8): 1783-2018. doi: 10.4319/lo.1994.39.8.1985.
Nine wetlands within three coastal floodplains in the Northern Territory, Australia, were sampled in October 2021. Twenty-four sediment cores were collected from each of the nine wetlands. The samples were collected from around the edge of the wetland’s remaining water while avoiding the water’s edge. The cores were collected using an 80 mm PVC pipe and trowel to remove the top 30 mm of sediment. Each core was placed into an individual 1 L plastic container and stored at room temperature at Charles Darwin University and left to dry completely for at least 26 days before the commencement of the experiment. The cores from each wetland were stored at room temperature 25 °C and exposed to 12 hr light/dark cycles of full spectrum double fluorescent lights. The 1 L containers were randomly allocated to one of four salinity microcosm treatment groups: control/0 ppt (freshwater), 5-10 ppt (approx. 7 ppt), 15-20 ppt (approx. 16 ppt), and 30-35 ppt (approx. 35ppt) (sea water), resulting in n= 216 cores broken down into six replicates per treatment per wetland. In addition to the treatments, three empty containers without a sediment core were included for each of the four treatments (totaling 12 containers), to provide a control for potential primary and aquatic invertebrate production arising from the saline bore water used to create treatments.Treatments were created using reverse osmosis freshwater and purified saline bore water which had been modified to represent the composition of seawater. The bore water was modified by removing excess iron and manganese and supplemented with silicate and potassium. Salinity was adjusted to match sea water by addition of KCl and Na₂SiO ₃.
Each of the 1 L containers with a dry sediment core (n= 216) were inundated with the allocated salinity treatment in November 2021 and topped up to maintain a water level above the sediment at all times. The samples were completely decanted on three occasions at approximately days 10, 20 and 90 post-inundation. During each decant, all zooplankton and other aquatic invertebrates were collected using a 125 µm sieve and stored in 50% ethanol for subsequent identification. To measure phytoplankton chlorophyll a concentration a 250 ml water column sample was filtered onto a filter (47 mm, 0.7 µm pore size Whatman binder free glass microfiber filter). Filters were stored in a freezer until analysed with a fluorometer. A sample of the benthic algae (chlorophyll a) was collected during the final decant using a 32 mm circular felt scrubbing pad attached to plywood (Davies and Gee 1993). The felt scrubbing pad was used to scrape algae off a 32 mm (diameter) circle of the benthos (Davies and Gee 1993) and placed into a glass sample jar and stored frozen prior to analysis. Phytoplankton and benthic algal chlorophyll a were measured using the nonacidification technique for acetone-extracted chlorophyll with a Triology®laboratory fluorometer (Turner Designs, Sunnyvale, California) (Welschmeyer 1994). All aquatic macrophytes were collected on the final decant and were qualitatively separated based on visual characteristics at the end of the experiment, but since they did not flower or reach mature adult stages it was not possible to identify species. The macrophytes were then combined by sample and dried in an oven at 60° C for 48 hours, and total dry weight biomass (g) was measured. Zooplankton and other invertebrates were counted and identified to family or genus level, except ostracods which where were sorted into two morphological groups (Ostracoda 1 and Ostracoda 2). This was done, due to the lack of a key to juvenile ostracods, to prevent the mixing of juveniles and adults of the same taxa into different groups.
