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Publikasjoner (10 av 153) Visa alla publikasjoner
Andersen, E., Lett, S., Michelsen, A., Dorrepaal, E. & Olofsson, J. (2026). Year-round variation in bryophyte-associated nitrogen fixation in the Arctic. Ecosystems, 29(1), Article ID 7.
Åpne denne publikasjonen i ny fane eller vindu >>Year-round variation in bryophyte-associated nitrogen fixation in the Arctic
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2026 (engelsk)Inngår i: Ecosystems, ISSN 1432-9840, E-ISSN 1435-0629, Vol. 29, nr 1, artikkel-id 7Artikkel i tidsskrift (Fagfellevurdert) Published
Abstract [en]

In northern biomes, growth is nitrogen (N) limited, but bryophytes are abundant. These bryophytes often host N2-fixing microorganisms (diazotrophs) that play a crucial role in the N cycle of these ecosystems. Despite their importance, how the bryophyte-associated N2-fixation varies across species and seasons (summer, autumn, winter, and spring) remains poorly understood. We measured N2-fixation rates for 10 bryophyte species in situ throughout the entire year in the Arctic with additional incubations to verify the method. We measured positive N2-fixation during most of the year, except for the coldest period (February). The species growing in the wettest conditions (Sphagnum spp.) had the highest N2-fixation rates in summer, while bryophytes in drier conditions peaked in N2-fixation rates in spring and autumn. The seasonal variation in N2-fixation activity was pronounced, but similar patterns were found among different species. This study reveals that bryophyte-associated N2-fixation in northern ecosystems is larger than previously assumed, as it occurs over a more extended part of the year than previously inferred. Furthermore, the importance of bryophyte-associated diazotrophs cannot be quantified without considering both the diversity of bryophytes and their variation in N2-fixing seasonal activity patterns. Both future changes in climatic conditions and biodiversity of bryophytes can thus have large implications for the N cycle in arctic regions.

sted, utgiver, år, opplag, sider
Springer Nature, 2026
Emneord
Acetylene reduction assay, Autumn, Liverwort, Mosses, Multispecies, N2-fixation, Seasonality, Spring, Tundra, Winter
HSV kategori
Identifikatorer
urn:nbn:se:umu:diva-246760 (URN)10.1007/s10021-025-01028-w (DOI)001618059100001 ()2-s2.0-105022070336 (Scopus ID)
Forskningsfinansiär
Independent Research Fund Denmark, 0135–00140BKnut and Alice Wallenberg Foundation, 2020-0126The Kempe Foundations, JCK-1822Swedish Research Council, 2018-04004
Tilgjengelig fra: 2025-11-28 Laget: 2025-11-28 Sist oppdatert: 2025-11-28bibliografisk kontrollert
Phoenix, G. K., Bjerke, J. W., Björk, R. G., Blok, D., Bryn, A., Callaghan, T. V., . . . Voigt, C. (2025). Browning events in Arctic ecosystems: diverse causes with common consequences. PLOS Climate, 4(1), Article ID e0000570.
Åpne denne publikasjonen i ny fane eller vindu >>Browning events in Arctic ecosystems: diverse causes with common consequences
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2025 (engelsk)Inngår i: PLOS Climate, E-ISSN 2767-3200, Vol. 4, nr 1, artikkel-id e0000570Artikkel, forskningsoversikt (Fagfellevurdert) Published
Abstract [en]

Arctic ecosystems are experiencing extreme climatic, biotic and physical disturbance events that can cause substantial loss of plant biomass and productivity, sometimes at scales of >1000 km2. Collectively known as browning events, these are key contributors to the spatial and temporal complexity of Arctic greening and vegetation dynamics. If we are to properly understand the future of Arctic terrestrial ecosystems, their productivity, and their feedbacks to climate, understanding browning events is essential. Here we bring together understanding of browning events in Arctic ecosystems to compare their impacts and rates of recovery, and likely future changes in frequency and distribution. We also seek commonalities in impacts across these contrasting event types. We find that while browning events can cause high levels of plant damage (up to 100% mortality), ecosystems have substantial capacity for recovery, with biomass largely re-established within five years for many events. We also find that despite the substantial loss of leaf area of dominant species, compensatory mechanisms such as increased productivity of undamaged subordinate species lessen the impacts on carbon sequestration. These commonalities hold true for most climatic and biotic events, but less so for physical events such as fire and abrupt permafrost thaw, due to the greater removal of vegetation. Counterintuitively, some events also provide conditions for greater productivity (greening) in the longer-term, particularly where the disturbance exposes ground for plant colonisation. Finally, we find that projected changes in the causes of browning events currently suggest many types of events will become more frequent, with events of tundra fire and abrupt permafrost thaw expected to be the greatest contributors to future browning due to their severe impacts and occurrence in many Arctic regions. Overall, browning events will have increasingly important consequences for ecosystem structure and function, and for feedback to climate.

sted, utgiver, år, opplag, sider
Public Library of Science (PLoS), 2025
HSV kategori
Identifikatorer
urn:nbn:se:umu:diva-236012 (URN)10.1371/journal.pclm.0000570 (DOI)001409537600001 ()2-s2.0-85216848484 (Scopus ID)
Forskningsfinansiär
The Research Council of Norway, 287402Swedish Research Council, 2018-04202Swedish Research Council, 2023-04048EU, Horizon 2020, 869471
Tilgjengelig fra: 2025-03-05 Laget: 2025-03-05 Sist oppdatert: 2025-03-05bibliografisk kontrollert
Barrio, I. C., Vuorinen, K. E. M., Barbero-Palacios, L., Defourneaux, M., Bon, M. P., Greer, E. A., . . . Kamenova, S. (2025). Emerging priorities in terrestrial herbivory research in the Arctic. Artic Science, 11, Article ID 0080.
Åpne denne publikasjonen i ny fane eller vindu >>Emerging priorities in terrestrial herbivory research in the Arctic
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2025 (engelsk)Inngår i: Artic Science, ISSN 2368-7460, Vol. 11, artikkel-id 0080Artikkel i tidsskrift (Fagfellevurdert) Published
Abstract [en]

Herbivores are an integral part of Arctic terrestrial ecosystems, driving ecosystem functioning and sustaining local livelihoods. In the context of accelerated climate warming and land use changes, understanding how herbivores contribute to the resilience of Arctic socio-ecological systems is essential to guide sound decision-making and mitigation strategies. While research on Arctic herbivory has a long tradition, recent literature syntheses highlight important geographical, taxonomic, and environmental knowledge gaps on the impacts of herbivores across the region. At the same time, climate change and limited resources impose an urgent need to prioritize research and management efforts. We conducted a horizon scan within the Arctic herbivory research community to identify emerging scientific and management priorities for the next decade. From 288 responses received from 85 participants in two online surveys and an in-person workshop, we identified 8 scientific and 8 management priorities centred on (a) understanding and integrating fundamental ecological processes across multiple scales from individual herbivore-plant interactions up to regional and decadal scale vegetation and animal population effects; (b) evaluating climate change feedbacks; and (c) developing new research methods. Our analysis provides a strategic framework for broad, inclusive, interdisciplinary collaborations to optimise terrestrial herbivory research and sustainable management practices in a rapidly changing Arctic.

sted, utgiver, år, opplag, sider
Canadian Science Publishing, 2025
Emneord
Arctic herbivores, climate change mitigation, horizon scan, management, tundra
HSV kategori
Identifikatorer
urn:nbn:se:umu:diva-243155 (URN)10.1139/as-2024-0080 (DOI)001513125400001 ()2-s2.0-105020853850 (Scopus ID)
Forskningsfinansiär
EU, Horizon 2020, 869471
Tilgjengelig fra: 2025-08-18 Laget: 2025-08-18 Sist oppdatert: 2025-11-24bibliografisk kontrollert
Pijcke, F., Seitz, J., Stark, S., Alriksson, A., Metcalfe, D. B., Rautio, P., . . . Olofsson, J. (2025). Long-term reindeer exclusion leads to higher carbon storage and less recalcitrant carbon compounds in boreal forest soils. Ecosystems
Åpne denne publikasjonen i ny fane eller vindu >>Long-term reindeer exclusion leads to higher carbon storage and less recalcitrant carbon compounds in boreal forest soils
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2025 (engelsk)Inngår i: Ecosystems, ISSN 1432-9840, E-ISSN 1435-0629Artikkel i tidsskrift (Annet vitenskapelig) Submitted
Abstract [en]

Dry and unproductive Scots pine forests in the northern boreal forest zone provide conditions where ground-dwelling lichens can thrive. These lichens are a crucial winter forage for reindeer. Reindeer reduce lichen biomass both by consumption and trampling, leading to cascading effects on microclimate, litter inputs, and soil carbon dynamics. To investigate long-term impacts of reindeer exclusion, we assessed the plant biomass, soil nutrients, and soil organic carbon (SOC) quantity and quality in three dry pine forest sites in northern Finland, where reindeer have been excluded for over 50 years. Within exclosures, lichen biomass was 4.5 times higher and dwarf shrub biomass nearly doubled compared to grazed controls. These vegetation changes were associated with a 33% higher soil moisture and 0.8 °C lower summer soil temperatures at 8 cm depth beneath the thicker lichen mats. The organic layer SOC stock was 28% higher in exclosures. Spectroscopic analysis using ¹³C NMR spectroscopy revealed 9.5% higher O-alkyl carbon (carbohydrates) content and lower methoxy (–5.1%), alkyl (–6.9%), and carbonyl (–8.7%) content, reflecting a younger, more labile carbon pool. Despite these changes, soil nutrient concentrations and C∶N ratios remained unchanged between treatments, suggesting that altered SOC storage and composition result primarily from increased litter inputs and microclimatic changes.  We conclude that in lichen-rich boreal forests, long-term reindeer exclusion enhances SOC stocks and promote a shift toward more decomposable soil organic matter, with potential implications for carbon stability following disturbance. 

sted, utgiver, år, opplag, sider
Springer Nature, 2025
Emneord
reindeer, Soil organic carbon, ¹³C NMR spectroscopy, Boreal forest, Lichen, Grazing
HSV kategori
Forskningsprogram
miljövetenskap
Identifikatorer
urn:nbn:se:umu:diva-245613 (URN)
Tilgjengelig fra: 2025-10-16 Laget: 2025-10-16 Sist oppdatert: 2025-10-17
Soininen, E. M., Magnusson, M., Jepsen, J. U., Eide, N. E., Yoccoz, N. G., Angerbjörn, A., . . . Ims, R. A. (2025). Macroecological patterns of rodent population dynamics shaped by bioclimatic gradients. Ecography, 2025(5), Article ID e07058.
Åpne denne publikasjonen i ny fane eller vindu >>Macroecological patterns of rodent population dynamics shaped by bioclimatic gradients
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2025 (engelsk)Inngår i: Ecography, ISSN 0906-7590, E-ISSN 1600-0587, Vol. 2025, nr 5, artikkel-id e07058Artikkel i tidsskrift (Fagfellevurdert) Published
Abstract [en]

Long-term studies of cyclic rodent populations have contributed fundamentally to the development of population ecology. Pioneering rodent studies have shown macroecological patterns of population dynamics in relation to latitude and have inspired similar studies in several other taxa. Nevertheless, such studies have not been able to disentangle the role of different environmental variables in shaping the macroecological patterns. We collected rodent time-series from 26 locations spanning 10 latitudinal degrees in the tundra biome of Fennoscandia and assessed how population dynamics characteristics of the most prevalent species varied with latitude and environmental variables. While we found no relationship between latitude and population cycle peak interval, other characteristics of population dynamics showed latitudinal patterns. The environmental predictor variables provided insight into causes of these patterns, as 1) increased proportion of optimal habitat in the landscape led to higher density amplitudes in all species and 2) mid-winter climate variability lowered the amplitude in Norwegian lemmings and grey-sided voles. These results indicate that biome-scale climate and landscape change can be expected to have profound impacts on rodent population cycles and that the macro-ecology of such functionally important tundra ecosystem characteristics is likely to be subjected to transient dynamics.

sted, utgiver, år, opplag, sider
John Wiley & Sons, 2025
Emneord
bioclimatic zones, climate, field vole, grey-sided vole, latitude, macroecology, Norwegian lemming, population dynamics, tundra ecosystem, tundra vole
HSV kategori
Identifikatorer
urn:nbn:se:umu:diva-234021 (URN)10.1111/ecog.07058 (DOI)001383596900001 ()2-s2.0-105003934205 (Scopus ID)
Forskningsfinansiär
Swedish Environmental Protection AgencySwedish Research Council Formas, 2017-00867
Merknad

First published online: 27 December 2024

Tilgjengelig fra: 2025-01-14 Laget: 2025-01-14 Sist oppdatert: 2025-08-04bibliografisk kontrollert
Orndahl, K. M., Berner, L. T., Macander, M. J., Arndal, M. F., Alexander, H. D., Humphreys, E. R., . . . Goetz, S. J. (2025). Next generation Arctic vegetation maps: Aboveground plant biomass and woody dominance mapped at 30 m resolution across the tundra biome. Remote Sensing of Environment, 323, Article ID 114717.
Åpne denne publikasjonen i ny fane eller vindu >>Next generation Arctic vegetation maps: Aboveground plant biomass and woody dominance mapped at 30 m resolution across the tundra biome
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2025 (engelsk)Inngår i: Remote Sensing of Environment, ISSN 0034-4257, E-ISSN 1879-0704, Vol. 323, artikkel-id 114717Artikkel i tidsskrift (Fagfellevurdert) Published
Abstract [en]

The Arctic is warming faster than anywhere else on Earth, placing tundra ecosystems at the forefront of global climate change. Plant biomass is a fundamental ecosystem attribute that is sensitive to changes in climate, closely tied to ecological function, and crucial for constraining ecosystem carbon dynamics. However, the amount, functional composition, and distribution of plant biomass are only coarsely quantified across the Arctic. Therefore, we developed the first moderate resolution (30 m) maps of live aboveground plant biomass (g m−2) and woody plant dominance (%) for the Arctic tundra biome, including the mountainous Oro Arctic. We modeled biomass for the year 2020 using a new synthesis dataset of field biomass harvest measurements, Landsat satellite seasonal synthetic composites, ancillary geospatial data, and machine learning models. Additionally, we quantified pixel-wise uncertainty in biomass predictions using Monte Carlo simulations and validated the models using a robust, spatially blocked and nested cross-validation procedure. Observed plant and woody plant biomass values ranged from 0 to ∼6000 g m−2 (mean ≈ 350 g m−2), while predicted values ranged from 0 to ∼4000 g m−2 (mean ≈ 275 g m−2), resulting in model validation root-mean-squared-error (RMSE) ≈ 400 g m−2 and R2 ≈ 0.6. Our maps not only capture large-scale patterns of plant biomass and woody plant dominance across the Arctic that are linked to climatic variation (e.g., thawing degree days), but also illustrate how fine-scale patterns are shaped by local surface hydrology, topography, and past disturbance. By providing data on plant biomass across Arctic tundra ecosystems at the highest resolution to date, our maps can significantly advance research and inform decision-making on topics ranging from Arctic vegetation monitoring and wildlife conservation to carbon accounting and land surface modeling.

sted, utgiver, år, opplag, sider
Elsevier, 2025
Emneord
Climate change, Landsat, Pan Arctic, Plant biomass, Remote sensing, Vegetation distribution, Woody plant dominance
HSV kategori
Identifikatorer
urn:nbn:se:umu:diva-237402 (URN)10.1016/j.rse.2025.114717 (DOI)2-s2.0-105001483754 (Scopus ID)
Forskningsfinansiär
Independent Research Fund Denmark, 0135-00140BIndependent Research Fund Denmark, 2032-00064BSwedish Research Council, 2021-05767)Academy of FinlandEU, FP7, Seventh Framework ProgrammeAcademy of Finland, 330319Academy of Finland, 330845Academy of Finland, 1342890European Commission, 869471
Tilgjengelig fra: 2025-04-10 Laget: 2025-04-10 Sist oppdatert: 2025-04-10bibliografisk kontrollert
Jonsson, H., Blume-Werry, G., Wackett, A. A., Olofsson, J., Arvidsson, E., Sparrman, T. & Klaminder, J. (2025). Non-native earthworms alter carbon sequestration in arctic tundra ecosystems. Journal of Geophysical Research - Biogeosciences, 130(4), Article ID e2024JG008598.
Åpne denne publikasjonen i ny fane eller vindu >>Non-native earthworms alter carbon sequestration in arctic tundra ecosystems
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2025 (engelsk)Inngår i: Journal of Geophysical Research - Biogeosciences, ISSN 2169-8953, E-ISSN 2169-8961, Vol. 130, nr 4, artikkel-id e2024JG008598Artikkel i tidsskrift (Fagfellevurdert) Published
Abstract [en]

Earthworms, as detritivores, play a significant role in breaking down soil organic carbon (SOC). The introduction of non-native earthworms to arctic ecosystems has, therefore, raised concerns about the potential impact they may have on one of the world's largest SOC reservoirs. Earthworms could also have considerable effects on plant productivity, and the lack of experimental studies quantifying their impact on carbon (C) reservoirs in both soil and plants makes it difficult to predict the effect of earthworms on ecosystem C storage. Here we experimentally tested how earthworms known to be non-native to arctic ecosystems (Aporrectodea spp. and Lumbricus spp.) affect C reservoirs in soil and plants (above and belowground separately) in two common tundra vegetation types (heath and meadow). Earthworms lowered the mean SOC pool and substantially altered SOC quality in meadow soils by increasing the proportion of aromatic-C compounds. Simultaneously, earthworms increased the C pool stored in plant biomass, which counteracted earthworm-induced SOC losses in meadow ecosystems. A positive earthworm effect on belowground biomass in heath soil facilitated a net ecosystem uptake of ∼0.84 kg C m−2 over the 4-year study period. The higher C uptake into plant biomass in the heath resulted in a notable increase of SOC but lower δ13C values, likely because of recently captured C being sourced from roots or litter. Our observations of vegetation-specific feedbacks between plants, earthworms, and soils advance our understanding of non-native earthworms' impact on SOC dynamics and C budgets in high-latitude ecosystems.

sted, utgiver, år, opplag, sider
American Geophysical Union (AGU), 2025
Emneord
invasive, lumbricidae, NMR, root, SOC, tundra
HSV kategori
Identifikatorer
urn:nbn:se:umu:diva-238228 (URN)10.1029/2024JG008598 (DOI)001466915900001 ()2-s2.0-105002855693 (Scopus ID)
Forskningsfinansiär
Swedish Research Council Formas, 2018‐01312
Tilgjengelig fra: 2025-04-30 Laget: 2025-04-30 Sist oppdatert: 2025-04-30bibliografisk kontrollert
Oksanen, L., Vuorinen, K. E. M., Kyrö, K., Mäkynen, A., Olofsson, J., Ruffino, L., . . . Oksanen, T. (2025). Norwegian lemmings, Lemmus lemmus: a case for a strong herbivore–plant interaction. Ecography, 2025(5), Article ID e07297.
Åpne denne publikasjonen i ny fane eller vindu >>Norwegian lemmings, Lemmus lemmus: a case for a strong herbivore–plant interaction
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2025 (engelsk)Inngår i: Ecography, ISSN 0906-7590, E-ISSN 1600-0587, Vol. 2025, nr 5, artikkel-id e07297Artikkel i tidsskrift (Fagfellevurdert) Published
Abstract [en]

In his classical contributions, Olavi Kalela proposed that, due to the low primary productivity of the tundra, Norwegian lemmings are locked in a strong interaction with their winter forage plants. Proposedly, Norwegian lemmings respond to the threat of critical resource depletion by conducting long-range migrations at their population peaks. A tacit premise of this conjecture is that predation pressure on the Fennoscandian tundra is too weak to prevent runaway increases of lemming populations, creating violent boom–crash dynamics. Our results on the dynamics of Norwegian lemmings on the Finnmarksvidda tundra during 1977–2017 are in line with the predictions of Kalela's hypothesis. In contrast to the Siberian and North American tundra, densities of avian predators in our study area have been low even during lemming years, and efficient ones have been lacking from lemming habitats. Lemmings have thus increased unhinged in peak summers and crashed to densities below the trappability threshold during post-peak winters. Each lemming crash has been accompanied by massive habitat destruction. Indications of predator activity have been concentrated to productive shrublands, where lemmings have never reached high densities. Young lemmings have responded to high densities by becoming extremely mobile: they have been trapped in large numbers on islands, including a small island in the middle of Iešjávri, a 10 × 8 km tundra lake. Many lemmings have been seen swimming across the lake, and many drowned lemmings have been observed. The dynamics and behavior of Norwegian lemmings recorded by us differ radically from those of other Lemmus spp., indicating that cycles generated by lemming–vegetation interactions have two alternative states – one with and the other without intense summer predation. We propose that the cycles of Norwegian lemmings shifted to the latter state during their unique evolutionary history, when they survived the Last Glacial Maximum in a tiny refugium archipelago.

sted, utgiver, år, opplag, sider
John Wiley & Sons, 2025
Emneord
Fennoscandian tundra, food limitation, herbivore–plant cycles, migration, Norwegian lemming, strong interactions
HSV kategori
Identifikatorer
urn:nbn:se:umu:diva-235633 (URN)10.1111/ecog.07297 (DOI)001419011400001 ()2-s2.0-85217412564 (Scopus ID)
Tilgjengelig fra: 2025-02-25 Laget: 2025-02-25 Sist oppdatert: 2025-07-11bibliografisk kontrollert
Hagenberg, L. W., Horstkotte, T., Pijcke, F., Abderhalden, B. L., Olofsson, J. & Siewert, M. B. (2025). Semi-domesticated reindeer inhibit the recruitment and expansion of mountain birch at the fennoscandian treeline. Ecosystems, 28(6), Article ID 75.
Åpne denne publikasjonen i ny fane eller vindu >>Semi-domesticated reindeer inhibit the recruitment and expansion of mountain birch at the fennoscandian treeline
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2025 (engelsk)Inngår i: Ecosystems, ISSN 1432-9840, E-ISSN 1435-0629, Vol. 28, nr 6, artikkel-id 75Artikkel i tidsskrift (Fagfellevurdert) Published
Abstract [en]

Herbivory may offset climate change-driven treeline expansion into the tundra, but the strength of this effect is rarely quantified. This study leverages a unique semi-natural experiment involving Malla Strict Nature Reserve in northernmost Finland, where the reindeer herding regime shifted from being nearly ungrazed for several decades to being heavily grazed for the past two decades. This is contrasted by low grazing pressure in the adjacent herding district in Norway, which is separated by the border fence preventing free reindeer movement between the two countries. We aimed to quantify the effects of reindeer browsing and grazing on mountain birch treeline position and structure on both sides. We measured seedling numbers and the allometry of trees, vegetation composition, nutrient concentrations in soils and birch leaves, and radial tree growth. We found higher numbers of seedlings and saplings in the area with lower reindeer density, indicating that the treeline may be responding to climatic forcing by expanding into the tundra. Contrastingly, we observed almost no recruitment and treeline expansion in the area with high reindeer density. Furthermore, while birch leaves showed signs of nitrogen enrichment under high reindeer density, we found no differences in soil chemical composition or birch tree growth rates. Our results suggest that the high density of reindeer in Malla Strict Nature Reserve keeps the treeline in a browsing trap, thereby preventing climate change-driven forest expansion. These results are highly relevant for land management decisions that aim to preserve mountain tundra.

sted, utgiver, år, opplag, sider
Springer Nature, 2025
Emneord
Betula pubescens ssp. czerepanovii, Fennoscandia, grazing and browsing, Rangifer tarandus, treeline, tundra
HSV kategori
Identifikatorer
urn:nbn:se:umu:diva-246778 (URN)10.1007/s10021-025-01025-z (DOI)001608185700001 ()2-s2.0-105021021092 (Scopus ID)
Forskningsfinansiär
Swedish Research Council Formas, 2022-01196Swedish Research Council, 2021-05767
Tilgjengelig fra: 2025-11-27 Laget: 2025-11-27 Sist oppdatert: 2025-11-27bibliografisk kontrollert
Monsimet, J., Sjögersten, S., Sanders, N. J., Jonsson, M., Olofsson, J. & Siewert, M. (2025). UAV data and deep learning: efficient tools to map ant mounds and their ecological impact. Remote Sensing in Ecology and Conservation, 11(1), 5-19
Åpne denne publikasjonen i ny fane eller vindu >>UAV data and deep learning: efficient tools to map ant mounds and their ecological impact
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2025 (engelsk)Inngår i: Remote Sensing in Ecology and Conservation, E-ISSN 2056-3485, Vol. 11, nr 1, s. 5-19Artikkel i tidsskrift (Fagfellevurdert) Published
Abstract [en]

High-resolution unoccupied aerial vehicle (UAVs) data have alleviated the mismatch between the scale of ecological processes and the scale of remotely sensed data, while machine learning and deep learning methods allow new avenues for quantification in ecology. Ant nests play key roles in ecosystem functioning, yet their distribution and effects on entire landscapes remain poorly understood, in part because they and their mounds are too small for satellite remote sensing. This research maps the distribution and impact of ant mounds in a 20 ha treeline ecotone. We evaluate the detectability from UAV imagery using a deep learning model for object detection and different combinations of RGB, thermal and multispectral sensor data. We were able to detect ant mounds in all imagery using manual detection and deep learning. However, the highest precision rates were achieved by deep learning using RGB data which has the highest spatial resolution (1.9 cm) at comparable UAV flight height. While multispectral data were outperformed for detection, it allows for novel insights into the ecology of ants and their spatial impact on vegetation productivity using the normalized difference vegetation index. Scaling up, this suggests that ant mounds quantifiably impact vegetation productivity for up to 4% of our study area and up to 8% of the Betula nana vegetation communities, the vegetation type with the highest abundance of ant mounds. Therefore, they could have an overlooked role in nutrient-limited tundra vegetation, and on the shrubification of this habitat. Further, we show the powerful combination UAV multi-sensor data and deep learning for efficient ecological tracking and monitoring of mound-building ants and their spatial impact.

sted, utgiver, år, opplag, sider
John Wiley & Sons, 2025
Emneord
Ant mounds, Formica sp., object detection, treeline, UAV
HSV kategori
Identifikatorer
urn:nbn:se:umu:diva-226495 (URN)10.1002/rse2.400 (DOI)001243611500001 ()2-s2.0-85195487693 (Scopus ID)
Forskningsfinansiär
Swedish Research Council Formas, 2020-01073
Tilgjengelig fra: 2024-06-19 Laget: 2024-06-19 Sist oppdatert: 2025-05-28bibliografisk kontrollert
Organisasjoner
Identifikatorer
ORCID-id: ORCID iD iconorcid.org/0000-0002-6943-1218