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Adar S, Paz-Kagan T, Argaman E, Dubinin MV, Sternberg M. Identifying climatic drivers of forage quantity and quality in Mediterranean rangelands using remote sensing. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 957:177797. [PMID: 39616923 DOI: 10.1016/j.scitotenv.2024.177797] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Revised: 11/25/2024] [Accepted: 11/26/2024] [Indexed: 12/21/2024]
Abstract
Rangelands are dynamic ecosystems shaped by fluctuations in precipitation, temperature, and grazing intensity. Accurate assessment of forage availability is critical for optimizing land use, preventing overgrazing, and mitigating degradation, especially under future climate change scenarios. This study employed a multi-scale approach to monitor pasture using Sentinel-2 satellite imagery, calibrated with ground truth measurements, and enhanced with drone-derived vegetation cover estimates. The research was conducted in a Mediterranean grassland ecosystem under varying grazing intensities in northeastern Israel. A time series of Sentinel-2 images from 2018 to 2023 was analyzed to monitor five vegetation growth cycles. We evaluated how climate variables, such as temperature, rainfall, and vapor pressure deficit (VPD), impacted forage availability and nutritional quality. Over the past three decades, significant climatological trends showed increasing temperatures and more concentrated winter rainfall. Correlation analysis between field data and Sentinel-2 imagery demonstrated strong agreement (R2 = 0.73 for biomass and 0.72 for forage quality), validating the effectiveness of this integrated remote sensing approach. Moderate grazing reduced forage quantity but improved its quality, while extreme weather events, including drought and heatwaves, negatively impacted forage biomass and quality. Key meteorological indices, including the Standardized Precipitation-Evapotranspiration Index (SPEI) and the Simple Daily Intensity Index (SDII), were found to influence forage quantity, indicating that drought stress and concentrated rainfall events reduced biomass production. Higher values of daily temperature range and vapor pressure deficit adversely impacted forage quality. This study highlights the importance of adaptive management strategies to mitigate the projected reductions in forage quantity and quality due to climate change. The methodologies developed offer novel insights into improving ecological monitoring for sustainable rangeland management under changing climatic conditions.
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Affiliation(s)
- Shay Adar
- School of Plant Sciences & Food Security, Faculty of Life Sciences, Tel Aviv University, Israel
| | - Tarin Paz-Kagan
- French Associates Institute for Agriculture and Biotechnology of Dryland, The Jacob Blaustein Institutes for Desert Research, Ben-Gurion University of the Negev, Sede Boqer Campus, 8499000, Israel
| | - Eli Argaman
- Soil Erosion Research Station, Natural Resources and Conservation Division, Ministry of Agriculture & Food Security, Israel
| | - Moshe Vladislav Dubinin
- French Associates Institute for Agriculture and Biotechnology of Dryland, The Jacob Blaustein Institutes for Desert Research, Ben-Gurion University of the Negev, Sede Boqer Campus, 8499000, Israel
| | - Marcelo Sternberg
- School of Plant Sciences & Food Security, Faculty of Life Sciences, Tel Aviv University, Israel.
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Ahonen SHK, Ylänne H, Väisänen M, Ruotsalainen AL, Männistö MK, Markkola A, Stark S. Reindeer grazing history determines the responses of subarctic soil fungal communities to warming and fertilization. THE NEW PHYTOLOGIST 2021; 232:788-801. [PMID: 34270800 DOI: 10.1111/nph.17623] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Accepted: 06/30/2021] [Indexed: 06/13/2023]
Abstract
Composition and functioning of arctic soil fungal communities may alter rapidly due to the ongoing trends of warmer temperatures, shifts in nutrient availability, and shrub encroachment. In addition, the communities may also be intrinsically shaped by heavy grazing, which may locally induce an ecosystem change that couples with increased soil temperature and nutrients and where shrub encroachment is less likely to occur than in lightly grazed conditions. We tested how 4 yr of experimental warming and fertilization affected organic soil fungal communities in sites with decadal history of either heavy or light reindeer grazing using high-throughput sequencing of the internal transcribed spacer 2 ribosomal DNA region. Grazing history largely overrode the impacts of short-term warming and fertilization in determining the composition of fungal communities. The less diverse fungal communities under light grazing showed more pronounced responses to experimental treatments when compared with the communities under heavy grazing. Yet, ordination approaches revealed distinct treatment responses under both grazing intensities. If grazing shifts the fungal communities in Arctic ecosystems to a different and more diverse state, this shift may dictate ecosystem responses to further abiotic changes. This indicates that the intensity of grazing cannot be left out when predicting future changes in fungi-driven processes in the tundra.
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Affiliation(s)
- Saija H K Ahonen
- Ecology and Genetics Research Unit, University of Oulu, PO Box 3000, Oulu, FI-90014, Finland
| | - Henni Ylänne
- Centre for Environmental and Climate Research (CEC), Lund University, Ekologihuset, Sölvegatan 37, Lund, 223 62, Sweden
| | - Maria Väisänen
- Ecology and Genetics Research Unit, University of Oulu, PO Box 3000, Oulu, FI-90014, Finland
- Arctic Center, University of Lapland, PO Box 122, Rovaniemi, FI-96101, Finland
| | - Anna Liisa Ruotsalainen
- Ecology and Genetics Research Unit, University of Oulu, PO Box 3000, Oulu, FI-90014, Finland
| | - Minna K Männistö
- Natural Resources Institute Finland (Luke), Ounasjoentie 6, Rovaniemi, FI-96100, Finland
| | - Annamari Markkola
- Ecology and Genetics Research Unit, University of Oulu, PO Box 3000, Oulu, FI-90014, Finland
| | - Sari Stark
- Arctic Center, University of Lapland, PO Box 122, Rovaniemi, FI-96101, Finland
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Lindén E, Gough L, Olofsson J. Large and small herbivores have strong effects on tundra vegetation in Scandinavia and Alaska. Ecol Evol 2021; 11:12141-12152. [PMID: 34522366 PMCID: PMC8427618 DOI: 10.1002/ece3.7977] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 06/17/2021] [Accepted: 07/01/2021] [Indexed: 11/20/2022] Open
Abstract
Large and small mammalian herbivores are present in most vegetated areas in the Arctic and often have large impacts on plant community composition and ecosystem functioning. The relative importance of different herbivores and especially how their specific impact on the vegetation varies across the Arctic is however poorly understood.Here, we investigate how large and small herbivores influence vegetation density and plant community composition in four arctic vegetation types in Scandinavia and Alaska. We used a unique set of exclosures, excluding only large (reindeer and muskoxen) or all mammalian herbivores (also voles and lemmings) for at least 20 years.We found that mammalian herbivores in general decreased leaf area index, NDVI, and abundance of vascular plants in all four locations, even though the strength of the effect and which herbivore type caused these effects differed across locations. In three locations, herbivore presence caused contrasting plant communities, but not in the location with lowest productivity. Large herbivores had a negative effect on plant height, whereas small mammalian herbivores increased species diversity by decreasing dominance of the initially dominating plant species. Above- or belowground disturbances caused by herbivores were found to play an important role in shaping the vegetation in all locations.Synthesis: Based on these results, we conclude that both small and large mammalian herbivores influence vegetation in Scandinavia and Alaska in a similar way, some of which can mitigate effects of climate change. We also see important differences across locations, but these depend rather on local herbivore and plant community composition than large biogeographical differences among continents.
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Affiliation(s)
- Elin Lindén
- Department of Ecology and Environmental ScienceUmeå UniversityUmeåSweden
| | - Laura Gough
- Department of Biological SciencesTowson UniversityTowsonMarylandUSA
| | - Johan Olofsson
- Department of Ecology and Environmental ScienceUmeå UniversityUmeåSweden
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Väisänen M, Tuomi M, Bailey H, Welker JM. Plant and soil nitrogen in oligotrophic boreal forest habitats with varying moss depths: does exclusion of large grazers matter? Oecologia 2021; 196:839-849. [PMID: 34080051 PMCID: PMC8292301 DOI: 10.1007/s00442-021-04957-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2020] [Accepted: 05/28/2021] [Indexed: 11/25/2022]
Abstract
The boreal forest consists of drier sunlit and moister-shaded habitats with varying moss abundance. Mosses control vascular plant-soil interactions, yet they all can also be altered by grazers. We determined how 2 decades of reindeer (Rangifer tarandus) exclusion affect feather moss (Pleurozium schreberi) depth, and the accompanying soil N dynamics (total and dissolvable inorganic N, δ15N), plant foliar N, and stable isotopes (δ15N, δ13C) in two contrasting habitats of an oligotrophic Scots pine forest. The study species were pine seedling (Pinus sylvestris L.), bilberry (Vaccinium myrtillus L.), lingonberry (V. vitis-idaea L.), and feather moss. Moss carpet was deeper in shaded than sunlit habitats and increased with grazer exclusion. Humus N content increased in the shade as did humus δ15N, which also increased due to exclusion in the sunlit habitats. Exclusion increased inorganic N concentration in the mineral soil. These soil responses were correlated with moss depth. Foliar chemistry varied due to habitat depending on species identity. Pine seedlings showed higher foliar N content and lower foliar δ15N in the shaded than in the sunlit habitats, while bilberry had both higher foliar N and δ15N in the shade. Thus, foliar δ15N values of co-existing species diverged in the shade indicating enhanced N partitioning. We conclude that despite strong grazing-induced shifts in mosses and subtler shifts in soil N, the N dynamics of vascular vegetation remain unchanged. These indicate that plant-soil interactions are resistant to shifts in grazing intensity, a pattern that appears to be common across boreal oligotrophic forests.
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Affiliation(s)
- Maria Väisänen
- Ecology and Genetics Research Unit, University of Oulu, Oulu, Finland. .,Arctic Centre, University of Lapland, Rovaniemi, Finland.
| | - Maria Tuomi
- Department of Arctic and Marine Biology, UiT The Arctic University of Norway, Tromsø, Norway
| | - Hannah Bailey
- Ecology and Genetics Research Unit, University of Oulu, Oulu, Finland
| | - Jeffrey M Welker
- Ecology and Genetics Research Unit, University of Oulu, Oulu, Finland.,Department of Biological Science, University of Alaska Anchorage, Anchorage, AK, USA.,UArctic, Rovaniemi, Finland
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Ylänne H, Kaarlejärvi E, Väisänen M, Männistö MK, Ahonen SHK, Olofsson J, Stark S. Removal of grazers alters the response of tundra soil carbon to warming and enhanced nitrogen availability. ECOL MONOGR 2019. [DOI: 10.1002/ecm.1396] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Henni Ylänne
- Arctic Center University of Lapland P.O. Box 122 Rovaniemi FI‐96101 Finland
- Department of Ecology and Genetics University of Oulu P.O. Box 3000 Oulu FI‐90100 Finland
| | - Elina Kaarlejärvi
- Department of Ecology and Environmental Sciences Umeå University Umeå SE‐90187 Sweden
- Department of Biology Vrije Universiteit Brussel (VUB) Pleinlaan 2 Brussel B‐1050 Belgium
| | - Maria Väisänen
- Arctic Center University of Lapland P.O. Box 122 Rovaniemi FI‐96101 Finland
| | - Minna K. Männistö
- Natural Resources Institute Finland (Luke) Eteläranta 55 Rovaniemi FI‐96300 Finland
| | - Saija H. K. Ahonen
- Department of Ecology and Genetics University of Oulu P.O. Box 3000 Oulu FI‐90100 Finland
| | - Johan Olofsson
- Department of Ecology and Environmental Sciences Umeå University Umeå SE‐90187 Sweden
| | - Sari Stark
- Arctic Center University of Lapland P.O. Box 122 Rovaniemi FI‐96101 Finland
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Barthelemy H, Dorrepaal E, Olofsson J. Defoliation of a grass is mediated by the positive effect of dung deposition, moss removal and enhanced soil nutrient contents: results from a reindeer grazing simulation experiment. OIKOS 2019. [DOI: 10.1111/oik.06310] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- Hélène Barthelemy
- Dept of Ecology and Environmental Science, Umeå Univ SE‐901 87 Umeå Sweden
| | - Ellen Dorrepaal
- Dept of Ecology and Environmental Science, Umeå Univ SE‐901 87 Umeå Sweden
| | - Johan Olofsson
- Climate Impacts Research Centre, Dept of Ecology and Environmental Science, Umeå Univ SE‐981 07 Abisko Sweden
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Sitters J, Cherif M, Egelkraut D, Giesler R, Olofsson J. Long‐term heavy reindeer grazing promotes plant phosphorus limitation in arctic tundra. Funct Ecol 2019. [DOI: 10.1111/1365-2435.13342] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Judith Sitters
- Department of Ecology and Environmental Science Umeå University Umeå Sweden
- Ecology and Biodiversity, Department Biology Vrije Universiteit Brussel Brussels Belgium
| | - Mehdi Cherif
- Department of Ecology and Environmental Science Umeå University Umeå Sweden
- Climate Impacts Research Centre, Department of Ecology and Environmental Science Umeå University Abisko Sweden
| | - Dagmar Egelkraut
- Department of Ecology and Environmental Science Umeå University Umeå Sweden
- Department of Biological Sciences University of Bergen Bergen Norway
| | - Reiner Giesler
- Department of Ecology and Environmental Science Umeå University Umeå Sweden
- Climate Impacts Research Centre, Department of Ecology and Environmental Science Umeå University Abisko Sweden
| | - Johan Olofsson
- Department of Ecology and Environmental Science Umeå University Umeå Sweden
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Shinoda K, Yano M, Yoh M, Yoshida M, Makabe A, Yamagata Y, Houlton BZ, Koba K. Control of the Nitrogen Isotope Composition of the Fungal Biomass: Evidence of Microbial Nitrogen Use Efficiency. Microbes Environ 2019; 34:5-12. [PMID: 30555122 PMCID: PMC6440729 DOI: 10.1264/jsme2.me18082] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2018] [Accepted: 10/19/2018] [Indexed: 11/15/2022] Open
Abstract
Changes in 15N/14N in the soil microbial biomass during nitrogen (N) mineralization have been hypothesized to influence 15N/14N in soil organic matter among ecosystem sites. However, a direct experimental test of this mechanism has not yet been performed. To evaluate the potential control of microbial N mineralization on the natural N isotope composition, we cultured fungi (Aspergillus oryzae) in five types of media of varying C:N ratios of 5, 10, 30, 50, and 100 for 4 d, and tracked changes in δ15N in the microbial biomass, NH4+, and dissolved organic N (DON: glycine) over the course of the experiment. High rates of NH4+ excretion from A. oryzae were accompanied by an increase in δ15N in the microbial biomass in low C:N media (i.e., C/N<30). In contrast, NH4+ was strongly retained in higher C/N treatments with only minor (i.e., <1 ‰) changes being detected in δ15N in the microbial biomass. Differences in δ15N in the microbial biomass were attributed to the loss of low-δ15N NH4+ in low, but not high C/N substrates. We also detected a negative linear correlation between microbial nitrogen use efficiency (NUE) and Δ15N (δ15N-biomass-δ15N-glycine). These results suggest an isotope effect during NH4+ excretion in relatively N-repleted environments in which microbial NUE is low, which may explain the vertical patterns of organic matter δ15N in soil profiles.
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Affiliation(s)
- Kazuki Shinoda
- United Graduate School of Agricultural Science, Tokyo University of Agriculture and TechnologyTokyo, 183–8509Japan
| | - Midori Yano
- Institute of Agriculture, Tokyo University of Agriculture and TechnologyTokyo, 183–8509Japan
- Center for Ecological Research, Kyoto UniversityShiga, 520–2113Japan
| | - Muneoki Yoh
- Institute of Agriculture, Tokyo University of Agriculture and TechnologyTokyo, 183–8509Japan
| | - Makoto Yoshida
- Institute of Agriculture, Tokyo University of Agriculture and TechnologyTokyo, 183–8509Japan
| | - Akiko Makabe
- Institute of Agriculture, Tokyo University of Agriculture and TechnologyTokyo, 183–8509Japan
- Project Team for Development of New-generation Research Protocol for Submarine Resources, Japan Agency for Marine-Earth Science and TechnologyKanagawa, 237–0061Japan
| | - Yohei Yamagata
- Institute of Agriculture, Tokyo University of Agriculture and TechnologyTokyo, 183–8509Japan
| | - Benjamin Z. Houlton
- Department of Land Air and Water Resources, University of CaliforniaDavis, California 95616USA
| | - Keisuke Koba
- Institute of Agriculture, Tokyo University of Agriculture and TechnologyTokyo, 183–8509Japan
- Center for Ecological Research, Kyoto UniversityShiga, 520–2113Japan
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Olofsson J, Post E. Effects of large herbivores on tundra vegetation in a changing climate, and implications for rewilding. Philos Trans R Soc Lond B Biol Sci 2018; 373:rstb.2017.0437. [PMID: 30348880 DOI: 10.1098/rstb.2017.0437] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/30/2018] [Indexed: 11/12/2022] Open
Abstract
In contrast to that of the Pleistocene epoch, between approximately 2.6 million and 10 000 years before present, the extant community of large herbivores in Arctic tundra is species-poor predominantly due to human extinctions. We here discuss how this species-poor herbivore guild influences tundra ecosystems, especially in relation to the rapidly changing climate. We show that present herbivore assemblages have large effects on tundra ecosystem composition and function and suggest that the effect on thermophilic species expected to invade the tundra in a warmer climate is especially strong, and that herbivores slow ecosystem responses to climate change. We focus on the ability of herbivores to drive transitions between different vegetation states. One such transition is between tundra and forest. A second vegetation transition discussed is between grasslands and moss- and shrub-dominated tundra. Contemporary studies show that herbivores can drive such state shifts and that a more diverse herbivore assemblage would have even higher potential to do so. We conclude that even though many large herbivores, and especially the megaherbivores, are extinct, there is a potential to reintroduce large herbivores in many arctic locations, and that doing so would potentially reduce some of the unwanted effects of a warmer climate.This article is part of the theme issue 'Trophic rewilding: consequences for ecosystems under global change'.
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Affiliation(s)
- Johan Olofsson
- Department of Ecology and Environmental Science, Umeå University, 90187 Umeå, Sweden
| | - Eric Post
- Department of Wildlife, Fish, and Conservation Biology, University of California, Davis, CA 95616, USA
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