Biodiversity monitoring for a just planetary future.

Data that influence policy and major investment decisions risk entrenching social and political inequities.

Prediction of sea ice area based on the CEEMDAN-SO-BiLSTM model.

This article proposes a combined prediction model based on a bidirectional long short-term memory (BiLSTM) neural network optimized by the snake optimizer (SO) under complete ensemble empirical mode decomposition with adaptive noise. First, complete ensemble empirical mode decomposition with adaptive noise (CEEMDAN) was used to decompose the sea ice area time series data into a series of eigenmodes and perform noise reduction to enhance the stationarity and smoothness of the time series. Second, this article used a bidirectional long short-term memory neural network optimized by the snake optimizer to fully exploit the characteristics of each eigenmode of the time series to achieve the prediction of each. Finally, the predicted values of each mode are superimposed and reconstructed as the final prediction values. Our model achieves a good score of RMSE: 1.047, MAE: 0.815, and SMAPE: 3.938 on the test set.

Combining ALS and UAV to derive the height of \textit{Araucaria angustifolia.

Quantitative data obtained from native forests is costly and time-consuming. Thus, alternative measurement methods need to be developed to provide reliable information, especially in Atlantic Rain Forests. In this study we evaluated the hypothesis that the combination of an Airborne Laser Scanner (ALS) and an Unmanned Aerial Vehicle (UAV) can provide accurate quantitative information on tree height, volume, and aboveground biomass of the Araucaria angustifolia species. The study was carried out in Atlantic Rain forest fragments in southern Brazil. We tested and evaluated 3 digital canopy height model (CHM) scenarios: 1) CHM derived from ALS models; 2) CHM derived from UAV models; and 3) CHM from a combined ALS digital terrain model and UAV digital surface model. The height value at each tree coordinate was extracted from the pixel in the three evaluated scenarios and compared with the field measured values. ALS and UAV+ALS obtained RMSE% of 6.38 and 12.82 for height estimates, while UAV was 49.91%. Volume and aboveground biomass predictions are more accurate by ALS and UAV+ALS, while the UAV produced biased estimates. Since the ALS is currently used, periodic monitoring can be carried out by a combination of active (ALS) and passive (UAV) sensors.

Priroda, biodiverzitet i zdravlje: pregled međuveza

Urbanizacija, korišćenje zemljišta, globalna trgovina i industrijalizacija doveli su do dubokih i negativnih uticaja na prirodu, biodiverzitet i ekosisteme širom sveta. Kontinuirano iscrpljivanje prirodnih resursa ne utiče samo na uslove životne sredine, već ima i izuzetan uticaj na dobrobit i bezbednost društava. U ovom izveštaju dat je pregled uticaja prirodnog okruženja na zdravlje ljudi. Izveštaj predstavlja načine na koji priroda i ekosistemi mogu da pruže podršku zdravlju i dobrobiti i zaštite ih, i opisuje kako uništavanje prirode I gubitak biodiverziteta mogu da ugroze zdravlje ljudi. Namenjen je čitaocima koji nemaju obimno iskustvo na polju povezanosti prirode i zdravlja. Iako je namena preglednog izveštaja pre svega da informiše stručnjake i donosioce odluka u sektorima koji se bave zdravljem i životnom sredinom, takođe će biti relevantan za druge sektore uključene u zaštitu prirode i biodiverziteta, upravljanje njima i njihovo korišćenje.

Doğa, Biyolojik Çeşitlilik ve Sağlık: aralarindaki bağlantilara genel bakış

Kentleşme, arazi kullanımı, küresel ticaret ve sanayileşme dünya genelinde doğa, biyolojik çeşitlilik ve ekosistemlerüzerinde çok derin ve olumsuz etkilere yol açmıştır. Doğal kaynakların tükenmeye devam etmesi yalnızca çevreselkoşulları etkilemekle kalmayıp toplumların refahı ve güvenliği üzerinde de büyük bir etki yaratmaktadır. Bu rapor, doğal çevrenin insan sağlığı üzerindeki etkileriyle ilgili genel bir bakış sağlamaktadır. Tabiat ve ekosistemlerin, sağlığı ve refahı hangi yollarla destekleyip koruyabileceği ortaya koyulmakta ve doğadaki bozulmanın ve biyolojik çeşitlilik kaybının insan sağlığını nasıl tehdit edebileceği anlatılmaktadır. Doğa ile sağlık arasındaki bağlar konusunda kapsamlı bir deneyimi olmayan okuyuculara yöneliktir. Genel bakış raporu öncelikle sağlık ve çevre sektörlerindeki uzmanları ve karar vericileri bilgilendirme gayesi taşımakla birlikte doğanın ve biyolojik çeşitliliğin korunması, yönetimi ve kullanımı ile alakalı diğer sektörleri de ilgilendirecektir.

Nature, biodiversité et santé : un panorama des interconnexions

L’urbanisation, l’utilisation des terres, le commerce mondial et l’industrialisation ont eu des conséquences négatives et profondes sur la nature, la biodiversité et les écosystèmes dans le monde. L’appauvrissement continu des ressources naturelles n’affecte pas seulement l’environnement ; il a également un impact énorme sur le bien-être et la sécurité des sociétés. Ce rapport dresse un panorama des effets de l’environnement naturel sur la santé humaine. Il montre de quelles manières la nature et les écosystèmes peuvent offrir soutien et protection à la santé et au bien-être, et décrit comment la dégradation de la nature et la disparition de la biodiversité peuvent constituer une menace pour la santé humaine. Il est destiné aux lecteurs ne possédant pas une connaissance étendue des liens entre nature et santé. Bien que ce rapport de synthèse vise principalement à informer les professionnels et les décideurs des secteurs de la santé et de l’environnement, il est également pertinent pour les autres secteurs impliqués dans la protection, la gestion et l’utilisation de la nature et de la biodiversité.

Natur, Biodiversität und Gesundheit: eine Übersicht der Zusammenhänge.

Verstädterung, Flächennutzung, globaler Handel und Industrialisierung haben auf der ganzen Welt tiefgreifende negative Folgen für Natur, Biodiversität und Ökosysteme. Der fortwährende Abbau natürlicher Ressourcen wirkt sich nicht nur auf den Zustand der Umwelt aus, sondern hat auch enorme Auswirkungen für Wohlergehen und Sicherheit der Gesellschaften. Dieser Bericht bietet eine Übersicht der vielfältigen Einwirkung der natürlichen Umwelt auf die menschliche Gesundheit. Er legt dar, wie Natur und Ökosysteme Gesundheit und Wohlbefinden unterstützen und schützen können und wie zugleich die Zerstörung der Natur und der Verlust an Biodiversität die menschliche Gesundheit bedrohen. Er ist an ein Publikum gerichtet, das nicht über umfassende Erfahrung mit den Verbindungen zwischen Natur und Gesundheit verfügt. Diese Übersicht richtet sich in erster Linie an Personen, die sich beruflich oder politisch mit Umwelt und Gesundheit beschäftigen, kann aber auch für andere Bereiche relevant sein, die mit dem Schutz, der Handhabung und der Nutzung von Natur und Biodiversität befasst sind.

National responsibility for ecological breakdown: a fair-shares assessment of resource use, 1970-2017.

BACKGROUND: Human impacts on earth-system processes are overshooting several planetary boundaries, driving a crisis of ecological breakdown. This crisis is being caused in large part by global resource extraction, which has increased dramatically over the past half century. We propose a novel method for quantifying national responsibility for ecological breakdown by assessing nations' cumulative material use in excess of equitable and sustainable boundaries. METHODS: For this analysis, we derived national fair shares of a sustainable resource corridor. These fair shares were then subtracted from countries' actual resource use to determine the extent to which each country has overshot its fair share over the period 1970-2017. Through this approach, each country's share of responsibility for global excess resource use was calculated. FINDINGS: High-income nations are responsible for 74% of global excess material use, driven primarily by the USA (27%) and the EU-28 high-income countries (25%). China is responsible for 15% of global excess material use, and the rest of the Global South (ie, the low-income and middle-income countries of Latin America and the Caribbean, Africa, the Middle East, and Asia) is responsible for only 8%. Overshoot in higher-income nations is driven disproportionately by the use of abiotic materials, whereas in lower-income nations it is driven disproportionately by the use of biomass. INTERPRETATION: These results show that high-income nations are the primary drivers of global ecological breakdown and they need to urgently reduce their resource use to fair and sustainable levels. Achieving sufficient reductions will likely require high-income nations to adopt transformative post-growth and degrowth approaches. FUNDING: None.

Atmospheric dryness reduces photosynthesis along a large range of soil water deficits.

Both low soil water content (SWC) and high atmospheric dryness (vapor pressure deficit, VPD) can negatively affect terrestrial gross primary production (GPP). The sensitivity of GPP to soil versus atmospheric dryness is difficult to disentangle, however, because of their covariation. Using global eddy-covariance observations, here we show that a decrease in SWC is not universally associated with GPP reduction. GPP increases in response to decreasing SWC when SWC is high and decreases only when SWC is below a threshold. By contrast, the sensitivity of GPP to an increase of VPD is always negative across the full SWC range. We further find canopy conductance decreases with increasing VPD (irrespective of SWC), and with decreasing SWC on drier soils. Maximum photosynthetic assimilation rate has negative sensitivity to VPD, and a positive sensitivity to decreasing SWC when SWC is high. Earth System Models underestimate the negative effect of VPD and the positive effect of SWC on GPP such that they should underestimate the GPP reduction due to increasing VPD in future climates.

Natura, biodiversitate și sănătate – o perspectivă asupra interconexiunilor dintre ele

Urbanizarea, utilizarea terenurilor, comerțul global și industrializarea au provocat efecte profunde și negative asupra naturii, biodiversității și ecosistemelor din întreaga lume. Epuizarea continuă a resurselor naturale nu afectează doar condițiile mediului înconjurător, ci are și un impact enorm asupra bunăstării și securității societăților. Acest raport oferă o imagine de ansamblu a impactului pe care îl are mediul natural asupra sănătății umane. El prezintă modurile prin care natura și ecosistemele pot ajuta și proteja sănătatea și bunăstarea, și descrie modul în care degradarea naturii și pierderea biodiversității pot amenința sănătatea oamenilor. Raportul se adresează cititorilor care nu au foarte multă experiență cu relația dintre natură și sănătate. Deși scopul principal al acestui raport de sinteză este să ofere informații profesioniștilor și decidenților din domeniul sănătății și al mediului, acesta va fi relevant și pentru alte domenii implicate în protejarea, gestionarea și utilizarea naturii și a biodiversității.

Naturaleza, biodiversidad y salud: una descripción general de las interconexiones

La urbanización, el uso del suelo, el comercio mundial y la industrialización han provocado profundos impactosnegativos en la naturaleza, la biodiversidad y los ecosistemas de todo el mundo. El continuo agotamiento de los recursos naturales no solo afecta a las condiciones medioambientales, sino que también tiene un enorme impacto en el bienestar y la seguridad de las sociedades. Este informe ofrece una descripción general de las repercusiones del entorno natural en la salud humana. Presenta las formas en que la naturaleza y los ecosistemas pueden apoyar y proteger la salud y el bienestar, y describe cómo la degradación de la naturaleza y la pérdida de la biodiversidad pueden amenazar la salud humana. Está enfocado a los lectores que no tienen mucha experiencia en los vínculos entre la naturaleza y la salud. Aunque la descripción general tiene como objetivo principal informar a los profesionales y a los responsables de la toma de decisiones en los sectores de la salud y el medio ambiente, también será relevante para otros sectores relacionados con la protección, la gestión y el uso de la naturaleza y la biodiversidad.

The role of urban trees in reducing land surface temperatures in European cities.

Urban trees influence temperatures in cities. However, their effectiveness at mitigating urban heat in different climatic contexts and in comparison to treeless urban green spaces has not yet been sufficiently explored. Here, we use high-resolution satellite land surface temperatures (LSTs) and land-cover data from 293 European cities to infer the potential of urban trees to reduce LSTs. We show that urban trees exhibit lower temperatures than urban fabric across most European cities in summer and during hot extremes. Compared to continuous urban fabric, LSTs observed for urban trees are on average 0-4 K lower in Southern European regions and 8-12 K lower in Central Europe. Treeless urban green spaces are overall less effective in reducing LSTs, and their cooling effect is approximately 2-4 times lower than the cooling induced by urban trees. By revealing continental-scale patterns in the effect of trees and treeless green spaces on urban LST our results highlight the importance of considering and further investigating the climate-dependent effectiveness of heat mitigation measures in cities.

Evaluation of a COVID-19 Vaccine Campaign and SARS-CoV-2 Infection and Mortality Among Adults Aged 60 Years And Older in a Middle-Income Country.

Importance: Although there are reports of COVID-19 vaccine implementation in real-world populations, these come from high-income countries or from experience with messenger RNA technology vaccines. Data on outcomes of vaccine deployment in low- or middle-income countries are lacking. Objective: To assess whether the pragmatic application of the 3 COVID-19 vaccines available in Argentina, 2 of which have no reports of evaluation in real-world settings to date, were associated with a reduction in morbidity, all-cause mortality, and mortality due to COVID-19. Design, Setting, and Participants: This cohort study used individual and ecological data to explore outcomes following vaccination with rAd26-rAd5, ChAdOx1, and BBIBP-CorV. To correct for differences in exposure times, results are shown using incidence density per 100 000 person-days from the start of the vaccination campaign (December 29, 2020) to the occurrence of an event or the end of follow-up (May 15, 2021). Participants included 663 602 people aged at least 60 years residing in the city of Buenos Aires, Argentina. Statistical analysis was performed from June 1 to June 15, 2021. Main Outcomes and Measures: Diagnosis of COVID-19 confirmed by reverse transcription-polymerase chain reaction, death from all causes, and death within 30 days of a diagnosis of COVID-19. Poisson regression models were fitted to estimate associations with all 3 outcomes. Results: Among 663 602 residents of the city of Buenos Aires included in the study, 540 792 (81.4%) were vaccinated with at least 1 dose, with 457 066 receiving 1 dose (mean [SD] age, 74.5 (8.9) years; 61.5% were female [n = 281 284]; 68.0% [n = 310 987] received the rAd26-rAd5 vaccine; 29.5% [n = 135 036] received ChAdOx1; 2.4% [n = 11 043] received BBIBP-CorV) and 83 726 receiving 2 doses (mean [SD] age, 73.4 [6.8] years; 63.5% were female [n = 53 204]). The incidence density of confirmed COVID-19 was 36.25 cases/100 000 person-days (95% CI, 35.80-36.70 cases/100 000 person-days) among those who did not receive a vaccine, 19.13 cases/100 000 person-days (95% CI, 18.63-19.62 cases/100 000 person-days) among those who received 1 dose, and 4.33 cases/100 000 person-days (95% CI, 3.85-4.81 cases/100 000 person-days) among those who received 2 doses. All-cause mortality was 11.74 cases/100 000 person-days (95% CI, 11.51-11.96 cases/100 000 person-days), 4.01 cases/100 000 person-days (95% CI, 3.78-4.24 cases/100 000 person-days) and 0.40 cases/100 000 person-days (95% CI, 0.26-0.55 cases/100 000 person-days). COVID-19-related-death rate was 2.31 cases/100 000 person-days (95% CI, 2.19-2.42 cases/100 000 person-days), 0.59 cases/100 000 person-days (95% CI, 0.50-0.67 cases/100 000 person-days), and 0.04 cases/100 000 person-days (95% CI, 0.0-0.09 cases/100 000 person-days) among the same groups. A 2-dose vaccination schedule was associated with an 88.1% (95% CI, 86.8%-89.2%) reduction in documented infection, 96.6% (95% CI, 95.3%-97.5%) reduction in all-cause death, and 98.3% (95% CI, 95.3%-99.4%) reduction in COVID-19-related death. A single dose was associated with a 47.2% (95% CI, 44.2%-50.1%) reduction in documented infection, 65.8% (95% CI, 61.7%-69.5%) reduction in all-cause death, and 74.5% (95% CI, 66%-80.8%) reduction in COVID-19-related death. Conclusions and Relevance: This study found that within the first 5 months after the start of the vaccination campaign, vaccination was associated with a significant reduction in COVID-19 infection as well as a reduction in mortality.

Persistence and accumulation of environmental DNA from an endangered dragonfly.

Detection of environmental DNA (eDNA) has become a commonly used surveillance method for threatened or invasive vertebrates in both aquatic and terrestrial environments. However, most studies in this field favor vertebrate target species. Environmental DNA protocols can be especially useful for endangered invertebrates such as the Hine's emerald dragonfly (Somatochlora hineana) where conservation efforts have been greatly hindered by training, time, overall costs, and environmental impacts associated with conducting surveys in the calcareous fens occupied by this species. An essential step in developing such a protocol is to evaluate the dynamics of eDNA concentration under controlled conditions. We used the quantitative polymerase chain reaction (qPCR) to examine seasonal shifts in the persistence and net-accumulation of eDNA from captive S. hineana larvae in experimental mesocosms at temperatures corresponding with their overwintering (5.0 °C) and active (16.0 °C) seasons. Environmental DNA persisted longer at 5.0 °C but accumulated more readily at 16.0 °C. Differences in the accumulation and persistence of eDNA reflect differences in the longevity of eDNA at different temperatures and seasonal differences in larval S. hineana behavior. This study highlights the importance of considering how seasonal changes in temperature influence not only the speed of eDNA degradation but also the target species' eDNA shedding rates.

Long-term trends in the body condition of parents and offspring of Tengmalm's owls under fluctuating food conditions and climate change.

Physical condition is important for the ability to resist various parasites and diseases as well as in escaping predators thus contributing to reproductive success, over-winter survival and possible declines in wildlife populations. However, in-depth research on trends in body condition is rare because decades-long datasets are not available for a majority of species. We analysed the long-term dataset of offspring covering 34 years, male parents (40 years) and female parents (42 years) to find out whether the decline of Tengmalm's owl population in western Finland is attributable to either decreased adult and/or juvenile body condition in interaction with changing weather conditions and density estimates of main foods. We found that body condition of parent owl males and females declined throughout the 40-year study period whereas the body condition of owlets at the fledging stage very slightly increased. The body condition of parent owls increased with augmenting depth of snow cover in late winter (January to March), and that of offspring improved with increasing precipitation in late spring (May to June). We conclude that the decreasing trend of body condition of parent owl males and females is important factor probably inducing reduced adult survival and reduced reproduction success thus contributing to the long-term decline of the Tengmalm's owl study population. The very slightly increasing trend of body condition of offspring is obviously not able to compensate the overall decline of Tengmalm's owl population, because the number of offspring in turn simultaneously decreased considerably in the long-term. The ongoing climate change appeared to work in opposite ways in this case because declining depth of snow cover will make the situation worse but increased precipitation will improve. We suggest that the main reasons for long-term decline of body condition of parent owls are interactive or additive effects of reduced food resources and increased overall predation risk due to habitat degradation (loss and fragmentation of mature and old-growth forests due to clear-felling) subsequently leading to decline of Tengmalm's owl study population.

Population genetic structure of raccoons as a consequence of multiple introductions and range expansion in the Boso Peninsula, Japan.

The raccoon (Procyon lotor) is an invasive carnivore that invaded various areas of the world. Although controlling feral raccoon populations is important to reduce serious threats to local ecosystems, raccoons are not under rigid population control in Europe and Japan. We examined the D-loop and nuclear microsatellite regions to identify spatially explicit and feasible management units for effective population control and further range expansion retardation. Through the identification of five mitochondrial DNA haplotypes and three nuclear genetic groups, we identified at least three independent introductions, range expansion, and subsequent genetic admixture in the Boso Peninsula. The management unit considered that two were appropriate because two populations have already genetic exchange. Furthermore, when taking management, we think that it is important to monitor DNA at the same time as capture measures for feasible management. This makes it possible to determine whether there is a invasion that has a significant impact on population growth from out of the unit, and enables adaptive management.

Risk Assessment for the Establishment of Vespa mandarinia (Hymenoptera: Vespidae) in the Pacific Northwest, United States.

The recent introduction of the Asian giant hornet, Vespa mandarinia Smith, in the United States in late 2019 has raised concerns about its establishment in the Pacific Northwest and its potential deleterious effects on honey bees, Apis spp., and their pollination services in the region. Therefore, we conducted a risk assessment of the establishment of V. mandarinia in Washington, Oregon, Montana, and Idaho on a county-by-county basis. Our highly conservative tier-1 qualitative and semiquantitative risk assessment relied on the biological requirements and ecological relationships of V. mandarinia in the environments of the Pacific Northwest. Our risk characterization was based on climate and habitat suitability estimates for V. mandarinia queens to overwinter and colonize nests, density and distribution of apiaries, and locations of major human-mediated introduction pathways that may increase establishment of the hornet in the counties. Our results suggest that 32 counties in the region could be at low risk, 120 at medium risk, and 23 at high risk of establishment. Many of the western counties in the region were estimated to be at the highest risk of establishment mainly because of their suitable climate for queens to overwinter, dense forest biomass for nest colonization, and proximity to major port and freight hubs in the region. By design, our tier-1 risk assessment most likely overestimates the risk of establishment, but considering its negative effects, these counties should be prioritized in ongoing monitoring and eradication efforts of V. mandarinia.