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Iskalni niz: "ključne besede" (citizen science) .

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1.
deadtrees.earth — An open-access and interactive database for centimeter-scale aerial imagery to uncover global tree mortality dynamics
Clemens Mosig, Janusch Vajna-Jehle, Miguel D. Mahecha, Yan Cheng, Henrik Hartmann, David Montero, Samuli Junttila, Stephanie Horion, Mirela Beloiu Schwenke, Michael J. Koontz, 2026, izvirni znanstveni članek

Povzetek: Excessive tree mortality is a global concern and remains poorly understood as it is a complex phenomenon. We lack global and temporally continuous coverage on tree mortality data. Ground-based observations on tree mortality, e.g., derived from national inventories, are very sparse, and may not be standardized or spatially explicit. Earth observation data, combined with supervised machine learning, offer a promising approach to map overstory tree mortality in a consistent manner over space and time. However, global-scale machine learning requires broad training data covering a wide range of environmental settings and forest types. Low altitude observation platforms (e.g., drones or airplanes) provide a cost-effective source of training data by capturing high-resolution orthophotos of overstory tree mortality events at centimeter-scale resolution. Here, we introduce deadtrees.earth, an open-access platform hosting more than two thousand centimeter-resolution orthophotos, covering more than 1,000,000 ha, of which more than 58,000 ha are manually annotated with live/dead tree classifications. This community-sourced and rigorously curated dataset can serve as a comprehensive reference dataset to uncover tree mortality patterns from local to global scales using space-based Earth observation data and machine learning models. This will provide the basis to attribute tree mortality patterns to environmental changes or project tree mortality dynamics to the future. The open nature of deadtrees.earth, together with its curation of high-quality, spatially representative, and ecologically diverse data will continuously increase our capacity to uncover and understand tree mortality dynamics.
Ključne besede: orthophoto, drone, tree mortality, remote sensing, database, citizen science, forests
Objavljeno v DiRROS: 16.01.2026; Ogledov: 6; Prenosov: 5
.pdf Celotno besedilo (6,32 MB)
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2.
Can low-cost sensors (LCS) enhance air quality monitoring for personal pollution exposure assessment?
Anja Ilenič, Alenka Mauko Pranjić, Janez Ščančar, Radmila Milačič Ščančar, Kumar Prashant, 2025, izvirni znanstveni članek

Povzetek: Laboratory and field assessments of low-cost sensors (LCS) are essential for ensuring the accuracy of PM2.5 measurements collected by citizens in air quality campaigns. Evaluation of Sensirion SPS30 (LCS SPS30) in controlled laboratory setting showed a coefficient of determination (R2) ranging from 0.81–0.99 and a root mean square error (RMSE) from 0.81–61.72 μg m−3, at average concentration of 21.5 μg m−3. In contrast, co-location assessment at an average concentration of 9 μg m−3 resulted in R2 of 0.5 and a RMSE of 6.82 μg m−3. The results demonstrated that the sensor met micro-environmental monitoring standards (accuracy < 25%) and United States Environmental Protection Agency's performance criteria (RMSE ≤ 7 μg m−3, R2 > 0.7) only at relative humidity (RH) levels below 60%, emphasising its strong sensitivity to RH and the need for RH-dependent data corrections. The observed underestimation or overestimation of PM2.5 readings was primarily attributed to variations in particle composition and concentration. Despite accuracy variations, LCSs can effectively capture spatiotemporal urban air quality patterns and identify pollution hotspots in community monitoring, particularly in low-pollution environments. In a citizen-led PM2.5 monitoring campaign in Maribor, Slovenia, the lowest concentrations were recorded at 15:00 (2.9 μg m−3), while the highest occurred during the morning rush-hour (4.8 μg m−3), likely attributed to the planetary boundary layer’s impact on atmospheric particulate dispersion. Spatial analysis revealed that hotspots clustered near intersections, where vehicle waiting time is the longest.
Ključne besede: particulate matter, low-cost sensor, Sensirion SPS30, citizen science, calibration
Objavljeno v DiRROS: 18.09.2025; Ogledov: 408; Prenosov: 211
.pdf Celotno besedilo (3,32 MB)
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3.
Public participation in EU legislation? Recommendations for involving citizen scientists in anthropogenic litter research within the water framework directive
Janto Schönberg, Marianne Böhm-Beck, Štefan Trdan, Mateja Grego, Doris Knoblauch, Mandy Hinzmann, Sinja Dittmann, Katrin Knickmeier, Uroš Robič, Martin Thiel, Tim Kiessling, 2025, izvirni znanstveni članek

Povzetek: Anthropogenic litter causes significant harm to the environment on a global scale. Achieving international agreements and es-tablishing corresponding national legislation is essential for solving this prevalent environmental problem. Effective monitoringprogrammes are also critical for evaluating the environmental status in aquatic (marine and freshwater) environments, as re-quired by the Water Framework Directive (WFD) and the Marine Strategy Framework Directive (MSFD) in Europe. In contrastto the MSFD, the current version of the WFD does not yet include anthropogenic litter pollution as an indicator to evaluate thestatus of aquatic environments. In order to overcome these shortcomings, we recommend using existing litter data generated bycitizen science initiatives as a baseline to establish relevant indicators in the WFD. Further, citizen scientists could contribute tothe WFD by taking complimentary samples, for example, at underrepresented smaller streams, adding context and value to datacollected at established monitoring stations. The involvement of citizens as actors within an EU Directive would not only help toobtain valuable data on a significant spatial and temporal scale but could potentially also increase the environmental awarenessand political engagement of the public. The upcoming revision cycle of the WFD in 2028 presents a unique opportunity to givecitizens a voice and opportunity to partake in EU legislative frameworks.
Ključne besede: anthropogenic litter, citizen science, EU legislation participation, plastic pollution, Water Framework Directive (WFD)
Objavljeno v DiRROS: 18.08.2025; Ogledov: 425; Prenosov: 225
.pdf Celotno besedilo (3,44 MB)
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Invasion genetics of the horse-chestnut leaf miner, Cameraria ohridella (Lepidoptera: Gracillariidae), in European Russia : a case of successful involvement of citizen science in studying an alien insect pest
Natalia I. Kirichenko, Natalia N. Karpun, Elena N. Zhuravleva, Elena I. Shoshina, Vasily V. Anikin, Dmitrii L. Musolin, 2023, izvirni znanstveni članek

Povzetek: Based on the intensive monitoring conducted by our team and volunteers in 2021, the secondary range of an alien horse-chestnut leaf miner, Cameraria ohridella Deschka & Dimić, 1986 (Lepidoptera: Gracillariidae), was specified in European Russia. This invasive pest was confirmed in 24 out of 58 administrative regions of Russia, which it has occupied for approximately 16 years. Analysis of the COI mtDNA gene sequenced in 201 specimens collected in 21 regions of the European part of Russia indicates the occurrence of two haplotypes (A and B), which are also present in the secondary range of C. ohridella in Eastern and Western Europe. The haplotype A dominated and was present in 87.5% of specimens from European Russia. In 2021, C. ohridella produced spectacular outbreaks in Aesculus hippocastanum in southern Russia, where it damaged more than 50% of the leaves in trees in 24 out of 30 distant localities. In the south of the country, the pest infested Acer pseudoplatanus, whereas other species of Acer of European, East Asian, and North American origin showed no signs of attacks. Taking into account that Ae. hippocastanum is present in most regions of European Russia, we expect a further range expansion of C. ohridella up to the Ural Mountains.
Ključne besede: leaf-mining moth, invasion, European Russia, citizen science, DNA barcoding, phylogeography, Aesculus, Acer, damage level
Objavljeno v DiRROS: 17.01.2025; Ogledov: 781; Prenosov: 506
.pdf Celotno besedilo (11,43 MB)
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8.
Citizen science platforms can effectively support early detection of invasive alien species according to species traits
Pablo González-Moreno, Ana A. Anđelković, Tim Adriaens, Christophe Botella, Jakovos Demetriou, Rita Bastos, Sandro Bertolino, Celia López-Cañizares, Franz Essl, Živa Fišer, Maarten De Groot, 2025, izvirni znanstveni članek

Povzetek: Early detection and rapid response are essential to deal effectively with new introductions of invasive alien species (IAS). Citizen science platforms for opportunistic recording of species are increasingly popular, and there is potential to harvest their data for early detection of IAS, but this has not been tested. We evaluated the potential of data from existing citizen science platforms for early detection of IAS by obtaining 687 first records of species from 30 European countries where there was both an official first record (i.e. published in scientific literature or by a government agency) and a record in a citizen science platform. We tested how the difference between the two (time lag) was related to species traits, popularity in citizen science platforms, public and research attention and regulatory status. We found that for 50% of the time lag records, citizen science platforms reported IAS earlier than or in the same year as the official databases. Although we cannot determine causality (the first official record could have been from a citizen science platform, or contemporaneous with it), this demonstrates that citizen science platforms are effective for IAS early detection. Time lags were largely affected by species traits. Compared with official records, vertebrates were more likely to have earlier records on citizen science platforms, than plants or invertebrates. Greater popularity of the IAS in citizen science platforms and its observation in neighbouring countries resulted in earlier citizen science reporting. In contrast, inclusion in the EU priority list resulted in earlier official recording, reflecting the efficacy of targeted surveillance programmes. However, time lags were not affected by the overall activity of citizen platforms per country. Synthesis and applications. Multi-species citizen science platforms for reporting nature sightings are a valuable source of information on early detection of IAS even though they are not specifically designed for this purpose. We recommend that IAS surveillance programmes should be better connected with citizen science platforms, including greater acknowledgement of the role of citizen scientists and better data flow from smaller citizen science initiatives into global databases, to support efficient early detection.
Ključne besede: invasive species, citizen science, early detection
Objavljeno v DiRROS: 11.12.2024; Ogledov: 889; Prenosov: 532
.pdf Celotno besedilo (1,14 MB)
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9.
LifeWatch ERIC 2024 thematic service workshop series : Biodiversity observatory automation
2024, druge monografije in druga zaključena dela

Ključne besede: biology, biodiversity, databases, citizen science, scientific conferences
Objavljeno v DiRROS: 06.11.2024; Ogledov: 1181; Prenosov: 592
.pdf Celotno besedilo (452,50 KB)
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