Peatland restoration in Norway – evaluation of ongoing monitoring and identification of plant indicators of restoration success
Data files
Dec 14, 2023 version files 346.56 KB
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Data_mire_restoration_Norway.csv
344.63 KB
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README.md
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Abstract
Norway launched a national action plan on wetland restoration in 2016. So far, 90% of the restoration effort has been on peatland restoration, with about 140 mires restored so far. There are three main restoration goals stated in the action plan: 1) Limit greenhouse gas (GHG) emissions, 2) climate adaptation, and 3) improve ecological condition. Quantifying the outcome of the restoration actions is necessary to evaluate whether the goals of the action plan are met. A vegetation monitoring protocol was suggested before restoration started and has been implemented at five restoration sites. As the peatland restoration effort in Norway is increasing, it is timely to evaluate if the data currently collected can measure peatland restoration outcomes. We evaluate the monitoring protocol based on statistical analyses of the data collected at two sites, describe how indicator species can be identified using generalized composition data used as the basis for classifying habitats in Norway (EcoSyst framework), and suggest the way forward for peatland restoration monitoring in Norway. Data collected according to the monitoring protocol can document changes in species composition at restoration sites but has limitations when the ecological complexity at the sites increases and reference sites are unavailable. We argue that adjusting the monitoring protocol will: 1) Facilitate alignment with existing peatland research; 2) connect better with monitoring programs where data is collected applying EcoSyst framework principles; and 3) enable upscaling to cover the wide variation emerging in peatland restoration.
https://doi.org/10.5061/dryad.hqbzkh1pm
The data was recorded to monitor and evaluate the restoration outcome of mire restoration in Norway. Data was collected before and after restoration at two sites. Vegetation data was collected before and after hydrological restoration of two mires. Species data was collected using a pinpoint method insering a rod vertical into the ground and recording all species hitting the rod. The pinpoint method was applied along 2.5 meters segments every ten meters along permanent transects (50-80 meters long). Species were recorded every 10 centimeters.
Description of the data and file structure
2. File list
File 1 Name: Data_mire_restoration_Norway.csv
File 1 Description: YEAR; AREA; Species; Species_line; cm; YEAR2
The first column (YEAR) gives year the data was collected. The second column (AREA) is the site the data was collected. The third column (Species_line) is the ID of the individual species lines (segments) the data was collected along. The first letter of the ID is the first letter of the site, the number is the transect ID and the last number the species line ID. The fourth column (Species) lists the species recorded. The fifth column (cm) indicate at which centimeter the species was recorded along the species line (indicated in column three). The sixth column (YEAR2) is the number of years befor and after restoration was performed.
Dataset details:
YEAR: 2015, 2018, 2021
AREA: Hildremsvatnet, Kaldvassmyra
Species_line: e.g. H1_10, K4_50
Species: given as scientific names
cm: 10, 20, 30, …, 250
YEAR2: -2, 1, 4 (before restoration given as negative number)
Code/Software
Link to statistical script used to analyse the data:
Data was collected at two sites: Kaldvassmyra and Hildremsvatnet, both in Trøndela, Norway. A pinpoint intercept method was used to collect data along permanent transects. Transects at Kaldvassmyra were 50–80 m long, with the midpoint placed in a former ditch and the far ends of the transects reaching intact parts of the peatland. At Hildremsvatnet all transects were 50 meters long and they cross multiple, parallel ditches. Four transects were established before restoration at both sites, and a fifth transect (reference) was established at Kaldvassmyra in 2021. At Hildremsvatnet, all mires had been ditched and no reference area was available for establishing a reference transect. Data was collected before and after restoration at both sites, and a third time at Kaldvassmyra, as the site was restored prior to Hildremsvatnet.
Species data was recorded in 2.5 m segments (hereafter called species lines) spaced by 10 m intervals laterally along the transects, with the first species line starting at meter 0. We used a point intercept method to record data every 10 cm: A rod was held vertical to the ground and all species touching the rod were recorded. A species was only recorded once at each point, even if it touched the rod at several places. Species names follow the Species Nomenclature Database of the Norwegian Biodiversity Information Center.
Scripts of statistical analyses are available from GitHub: https://github.com/marijokerud/Peatland-restoration-in-Norway.git