Hydrometeorological dataset of West Siberian boreal peatland: a 10-year recordfrom the Mukhrino field station
Гидрометеорологический набор данных бореального болота Западной Сибири: 10-летний ряд с полевой станции Мухрино
2021-01-25
SCID: 54.1/wdsk3pun
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Gaussian process regression gap-fillingMukhrino peatlandWest Siberian boreal peatlandhydrometeorological datasetombrotrophic peatland
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Abstract (AI)
Abstract. Northern peatlands represent one of the largest carbon pools in the biosphere but the carbon they store is increasingly vulnerable to perturbations from climate and land-use change. Meteorological observations taken directly at peatland areas in Siberia are unique and rare, while peatlands are characterized by a specific local climate. This paper presents a hydrological and meteorological dataset collected at the Mukhrino peatland, Khanty-Mansi Autonomous Okrug – Yugra, Russia, over the period of 8 May 2010 to 31 December 2019. Hydrometeorological data were collected from stations located at a small pine-shrub-Sphagnum ridge and Scheuchzeria-Sphagnum hollow at ridge–hollow complexes of ombrotrophic peatland. The monitored meteorological variables include air temperature, air humidity, atmospheric pressure, wind speed and direction, incoming and reflected photosynthetically active radiation, net radiation, soil heat flux, precipitation (rain) and snow depth. A gap-filling procedure based on the Gaussian process regression model with an exponential kernel was developed to obtain continuous time series. For the record from 2010 to 2019, the average mean annual air temperature at the site was −1.0 °C, with the mean monthly temperature of the warmest month (July) recorded as 17.4 °C and for the coldest month (January) −21.5 °C. The average net radiation was about 35.0 W m−2, and the soil heat flux was 2.4 and 1.2 W m−2 for the hollow and the ridge sites, respectively. The presented data are freely available through Zenodo (https://zenodo.org/record/4323024, last access: 15 December 2020) and can be used in coordination with other hydrological and meteorological datasets to examine the spatio‐temporal effects of meteorological conditions on local hydrological responses across cold regions.
Key Findings
1
A 10-year hydrometeorological dataset (8 May 2010–31 Dec 2019) from Mukhrino peatland, West Siberia, is presented and made freely available on Zenodo.
2
A gap-filling procedure using Gaussian process regression with an exponential kernel was developed to produce continuous time series.
3
Average net radiation was ~35.0 W m−2; soil heat flux averaged 2.4 W m−2 in the hollow and 1.2 W m−2 in the ridge.
4
Mean annual air temperature over 2010–2019 at the site was −1.0 °C, with mean July temperature 17.4 °C and mean January temperature −21.5 °C.
5
Measurements were collected at ridge (pine-shrub-Sphagnum) and hollow (Scheuchzeria-Sphagnum) sites, including air temperature, humidity, pressure, wind, radiation (incoming/reflected PAR, net radiation), soil heat flux, precipitation, and snow depth.
Research Object
Hydrometeorological dataset collected at the Mukhrino peatland (West Siberian boreal peatland) from 2010–2019
Research Subject
Multi-year measurements and continuous time series (after gap-filling) of meteorological and hydrological variables at ridge–hollow complexes of an ombrotrophic peatland, characterizing local climate and energy/water fluxes (air temperature, humidity, pressure, wind, radiation, soil heat flux, precipitation, snow depth)
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2021-01-25
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