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result(s) for
"BACI"
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Improving the ability of a BACI design to detect impacts within a kelp-forest community
by
Reed, Daniel C.
,
Rassweiler, Andrew
,
Okamoto, Daniel K.
in
Animals
,
Anthropogenic factors
,
Autocorrelation
2021
Distinguishing between human impacts and natural variation in abundance remains difficult because most species exhibit complex patterns of variation in space and time. When ecological monitoring data are available, a before-after-control-impact (BACI) analysis can control natural spatial and temporal variation to better identify an impact and estimate its magnitude. However, populations with limited distributions and confounding spatial-temporal dynamics can violate core assumptions of BACI-type designs. In this study, we assessed how such properties affect the potential to identify impacts. Specifically, we quantified the conditions under which BACI analyses correctly (or incorrectly) identified simulated anthropogenic impacts in a spatially and temporally replicated data set of fish, macroalgal, and invertebrate species found on nearshore subtidal reefs in southern California, USA. We found BACI failed to assess very localized impacts, and had low power but high precision when assessing region-wide impacts. Power was highest for severe impacts of moderate spatial scale, and impacts were most easily detected in species with stable, widely distributed populations. Serial autocorrelation in the data greatly inflated false impact detection rates, and could be partly controlled for statistically, while spatial synchrony in dynamics had no consistent effect on power or false detection rates. Unfortunately, species that offer high power to detect real impacts were also more likely to detect impacts where none had occurred. However, considering power and false detection rates together can identify promising indicator species, and collectively analyzing data for similar species improved the net ability to assess impacts. These insights set expectations for the sizes and severities of impacts that BACI analyses can detect in real systems, point to the importance of serial autocorrelation (but not of spatial synchrony), and indicate how to choose the species, and groups of species, that can best identify impacts.
Journal Article
Higher levels of multiple ecosystem services are found in forests with more tree species
by
Gustafsson, Lena
,
Mikusiński, Grzegorz
,
Philipson, Christopher D.
in
631/158/2454
,
631/158/2458
,
Animals
2013
Forests are of major importance to human society, contributing several crucial ecosystem services. Biodiversity is suggested to positively influence multiple services but evidence from natural systems at scales relevant to management is scarce. Here, across a scale of 400,000 km
2
, we report that tree species richness in production forests shows positive to positively hump-shaped relationships with multiple ecosystem services. These include production of tree biomass, soil carbon storage, berry production and game production potential. For example, biomass production was approximately 50% greater with five than with one tree species. In addition, we show positive relationships between tree species richness and proxies for other biodiversity components. Importantly, no single tree species was able to promote all services, and some services were negatively correlated to each other. Management of production forests will therefore benefit from considering multiple tree species to sustain the full range of benefits that the society obtains from forests.
Tree diversity is thought to benefit forest ecosystems, but evidence from large-scale studies is scarce. This study of a 400,000 km
2
forest area shows that higher tree species richness supports higher levels of multiple ecosystem services, and therefore also a more sustainable management of production forests.
Journal Article
Demonstration of cooling by the Muon Ionization Cooling Experiment
2020
The use of accelerated beams of electrons, protons or ions has furthered the development of nearly every scientific discipline. However, high-energy muon beams of equivalent quality have not yet been delivered. Muon beams can be created through the decay of pions produced by the interaction of a proton beam with a target. Such ‘tertiary’ beams have much lower brightness than those created by accelerating electrons, protons or ions. High-brightness muon beams comparable to those produced by state-of-the-art electron, proton and ion accelerators could facilitate the study of lepton–antilepton collisions at extremely high energies and provide well characterized neutrino beams
1
–
6
. Such muon beams could be realized using ionization cooling, which has been proposed to increase muon-beam brightness
7
,
8
. Here we report the realization of ionization cooling, which was confirmed by the observation of an increased number of low-amplitude muons after passage of the muon beam through an absorber, as well as an increase in the corresponding phase-space density. The simulated performance of the ionization cooling system is consistent with the measured data, validating designs of the ionization cooling channel in which the cooling process is repeated to produce a substantial cooling effect
9
–
11
. The results presented here are an important step towards achieving the muon-beam quality required to search for phenomena at energy scales beyond the reach of the Large Hadron Collider at a facility of equivalent or reduced footprint
6
.
Ionization cooling, a technique that delivers high-brightness muon beams for the study of phenomena at energy scales beyond those of the Large Hadron Collider, is demonstrated by the Muon Ionization Cooling Experiment.
Journal Article
Wind Energy Development and Wildlife Conservation: Challenges and Opportunities
by
KUVLESKY, WILLIAM P.
,
MORRISON, MICHAEL L.
,
BOYDSTON, KATHY K.
in
Agricultural land
,
Animal populations
,
bats
2007
Wind energy development represents significant challenges and opportunities in contemporary wildlife management. Such challenges include the large size and extensive placement of turbines that may represent potential hazards to birds and bats. However, the associated infrastructure required to support an array of turbines—such as roads and transmission lines—represents an even larger potential threat to wildlife than the turbines themselves because such infrastructure can result in extensive habitat fragmentation and can provide avenues for invasion by exotic species. There are numerous conceptual research opportunities that pertain to issues such as identifying the best and worst placement of sites for turbines that will minimize impacts on birds and bats. Unfortunately, to date very little research of this type has appeared in the peer-reviewed scientific literature; much of it exists in the form of unpublished reports and other forms of gray literature. In this paper, we summarize what is known about the potential impacts of wind farms on wildlife and identify a 3-part hierarchical approach to use the scientific method to assess these impacts. The Lower Gulf Coast (LGC) of Texas, USA, is a region currently identified as having a potentially negative impact on migratory birds and bats, with respect to wind farm development. This area is also a region of vast importance to wildlife from the standpoint of native diversity, nature tourism, and opportunities for recreational hunting. We thus use some of the emergent issues related to wind farm development in the LGC—such as siting turbines on cropland sites as opposed to on native rangelands—to illustrate the kinds of challenges and opportunities that wildlife managers must face as we balance our demand for sustainable energy with the need to conserve and sustain bird migration routes and corridors, native vertebrates, and the habitats that support them.
Journal Article
Linking eelgrass decline and impacts on associated fish communities to European green crab Carcinus maenas invasion
2016
Following their first detection in Newfoundland in 2007, populations of invasive European green crabs Carcinus maenas (Linnaeus, 1758) have increased and spread throughout eelgrass Zostera marina meadows. Green crabs can reduce eelgrass biomass by damaging rhizomes and plant shoots when burrowing for shelter and digging for prey. Empirically demonstrating large spatial-scale impacts of green crabs on eelgrass and subsequent cascading effects on the ecosystem has proven difficult because of the general absence of effective baseline studies prior to an invasion of green crabs. We conducted surveys in Placentia and Bonavista bays, Newfoundland (20 sites) to compare eelgrass and associated fish communities before and after an invasion of green crabs. We analyzed eelgrass surveys from 1998 and 1999 (before green crab) and again in 2012 (after green crab) using a Before-After-Control-Impact (BACI) study design in order to isolate effects of crab-induced eelgrass loss from effects independent of green crabs. Underwater video sampling evaluated eelgrass change over time and indicated a 50% decline in eelgrass percent cover since 1998 at sites with green crabs, and eelgrass declines up to 100% at sites with highest abundances and longest established presence of green crabs. Beach seining showed a sharp decline in abundance and biomass of fish (~10-fold between sites with and without green crabs) and indicated changes in fish community structure after green crab arrival at a site. Our results suggest cascading effects on fish communities and substantial potential impacts in coastal ecosystems occur following green crab invasion.
Journal Article
Large woody debris \rewilding\ rapidly restores biodiversity in riverine food webs
2018
1. Extensive habitat destruction and pollution have caused dramatic declines in aquatic biodiversity at local to global scales. In rivers, the reintroduction of large woody debris is a common method aimed at restoring degraded ecosystems through \"rewilding.\" However, causal evidence for its effectiveness is lacking due to a dearth of replicated before-after control-impact field experiments. 2. We conducted the first replicated experiment of large woody debris rewilding across multiple rivers and organisational levels, from individual target species populations to entire food webs. 3. For the first time, we demonstrate causal links between habitat restoration, biodiversity restoration and food web responses. Populations of invertebrates and an apex predator, brown trout (Salmo trutta), increased, and food web analysis suggested increased biomass flux from basal resources to invertebrates and subsequently fishes within restored reaches. 4. Synthesis and applications. This study contributes significant new evidence demonstrating that large woody debris rewilding can help to restore human-impacted river ecosystems, primarily through altering the abundance and biomass of consumers and resources in the food web. We also outline a means to gauge the magnitude of ecological responses to restoration, relative to environmental Stressors, which could help to prioritise the most effective conservation efforts.
Journal Article
Long-term effects of an offshore wind farm in the North Sea on fish communities
2015
Long-term effects of the Horns Rev 1 offshore wind farm (OWF) on fish abundance, diversity and spatial distribution were studied. This OWF is situated on the Horns Reef sand bank in the North Sea. Surveys were conducted in September 2001, before the OWF was established in 2002, and again in September 2009, 7 yr post-establishment. The sampling surveys used a multimesh-size gillnet. The 3 most abundant species in the surveys were whiting Merlangius merlangus, dab Limanda limanda and sandeels Ammodytidae spp. Overall fish abundance increased slightly in the area where the OWF was established but declined in the control area 6 km away. None of the key fish species or functional fish groups showed signs of negative long-term effects due to the OWF. Whiting and the fish group associated with rocky habitats showed different distributions relative to the distance to the artificial reef structures introduced by the turbines. Rocky habitat fishes were most abundant close to the turbines while whiting was most abundant away from them. Species diversity was significantly higher close to the turbines. Overall, these results indicate that the artificial reef structures were large enough to attract fish species with a preference for rocky habitats, but not large enough to have adverse negative effects on species inhabiting the original sand bottom between the turbines.
Journal Article
Duration and economic value of a walking‐in‐nature therapy programme: Implications for conservation
by
Buckley, Ralf
,
Westaway, Diane
,
Chauvenet, Alienor L. M.
in
Before‐After‐Control‐Impact (BACI)
,
Biodiversity
,
biodiversity conservation
2025
Nature exposure, such as visiting protected areas, provides mental health benefits that reduce healthcare costs and improve productivity, with global values in the trillions. Countries are bringing nature‐based programs into mainstream mental healthcare via nature therapies. This study quantifies the scale, duration and economic value of mental health benefits from a long‐established nature therapy programme and implications for conservation. Using a Before‐After‐Control‐Impact design, we evaluated a 12‐week nature walking programme with social mechanisms for therapeutic adherence. Mental health was assessed using the Personal Well‐being Index (PWI), a measure of subjective well‐being, with participants and controls from the same subpopulation. Measurements occurred at programme start, end and 12 weeks post‐intervention. Economic benefits were calculated using the financial value of quality‐adjusted life‐years. The nature‐based therapy programme improved the mental well‐being of participants during the programme and for at least 3 months afterwards. While controls showed well‐being improvements when they reported having physically exercised (despite not being instructed to), programme participants exhibited an additional PWI increase of 5.1%. Training in nature was a critical component, leading to the highest increase in mental health benefits, and doubling of their duration (up to 12 months). Mean total economic benefit per participant who followed the programme design in full was c.AU $4000. Total economic contribution via mental health, adjusted for socio‐economic and demographic factors, participation patterns, post‐programme fade‐out and the national number of participants each year, is therefore c.AU$ 20 million per annum. Mental health benefits of nature visits fade once people stop visiting parks. To maximise their contribution to political and economic support for protected areas, therefore, the focus for future research and practice should be on social mechanisms to promote lifelong park visit habits. Read the free Plain Language Summary for this article on the Journal blog. Read the free Plain Language Summary for this article on the Journal blog.
Journal Article
Exceptional responders in conservation
2018
Conservation operates within complex systems with incomplete knowledge of the system and the interventions utilized. This frequently results in the inability to find generally applicable methods to alleviate threats to Earth's vanishing wildlife. One approach used in medicine and the social sciences has been to develop a deeper understanding of positive outliers. Where such outliers share similar characteristics, they may be considered exceptional responders. We devised a 4-step framework for identifying exceptional responders in conservation: identification of the study system, identification of the response structure, identification of the threshold for exceptionalism, and identification of commonalities among outliers. Evaluation of exceptional responders provides additional information that is often ignored in randomized controlled trials and before-after control-intervention experiments. Interrogating the contextual factors that contribute to an exceptional outcome allow exceptional responders to become valuable pieces of information leading to unexpected discoveries and novel hypotheses. La conservación opera dentro de sistemas complejos con conocimientos incompletos sobre el sistema y las intervenciones que se utilizan. Esto resulta frecuentemente en la incapacidad de encontrar métodos aplicables generalizados para aliviar las amenazas que enfrenta la fauna evanescente de la Tierra. Una estrategia que se utiliza en la Medicina y en las ciencias sociales consiste en desarrollar un entendimiento más profundo de los valores atípicos positivos. Dichos valores atípicospueden ser considerados como respondedores excepcionales cuando comparten características similares. Diseñamos un marco de trabajo de cuatro pasos para identificar a los respondedores excepcionales en la conservación: identificación del sistema de estudio; identificación de la estructura de respuesta; identificación del umbral para lo excepcional; e identificación de las cosas en común entre los valores atípicos. La evaluación de las respondedores excepcionales proporciona información adicional que en muchos casos es ignorada en los ensayos aleatorios controlados y en los experimentos de antes-después control-intervención (BACI, en inglés). El cuestionamiento de los factores contextúales que contribuyen a un resultado excepcional permiten que los respondedores excepcionales se conviertan en fragmentos valiosos de información que llevan a descubrimientos inesperados e hipótesis novedosas. 保护实践时常在未被完全认知的复杂系统中进行,而人们对所采取的保护干预知识的掌握也不完备。这 经常导致不能找到普适的方法来减轻对地球上正在消失的野生生物的威胁。医学和社会科学中的ー种方法被用 于深入理解研究中的正异常值。当这些异常值有相似的特性时,它们可以被看作是异常反应。我们设计了ー个 四个步骤的体系来识别保护实践中出现的异常反应:研究系統的识别; 反应结构的识别; 异常情况临界值的识別; 以及异常值共性的识别。对异常反应的评估可以为我们提供额外的信息,而这些信息在随机对照试验和前后控 制干预(BACI)实验中却常常被忽视。探寻导致异常結果的背景因素可以让异常反应为获得意想不到的发现和 新假说提供珍贵的信息。
Journal Article
New measures for evaluation of environmental perturbations using Before-After-Control-Impact analyses
by
Russell, James C.
,
Chevalier, Mathieu
,
Knape, Jonas
in
Animal breeding
,
BACI contrast
,
Before‐After Control‐Impact designs
2019
Before-After-Control-Impact (BACI) designs are powerful tools to derive inferences about environmental perturbations (e.g., hurricanes, restoration programs) when controlled experimental designs are unfeasible. Applications of BACI designs mostly rely on testing for a significant interaction between periods and treatments (so-called BACI contrast) to demonstrate the effects of the perturbation. However, significant interactions can emerge for several reasons, including when changes are larger in control sites, such that additional diagnostics must be performed to determine the full complexity of system changes. We propose two measures that detail the nature of change implied by BACI contrasts, along with its uncertainty. CI-divergence (Control-Impact divergence) quantifies to what extent control and impact sites have diverged between the after and the before period, whereas CI-contribution (Control-Impact contribution) quantifies to what extent the change between periods is stronger in impact sites relative to control sites. To illustrate how these two CI measures can be combined with BACI contrast to gain insights about effects of environmental perturbations, we used count data from the Swedish Breeding Bird Survey to investigate how hurricane Gudrun affected the long-term abundances of four bird species in forested areas of southern Sweden. Before-After-Control-Impact contrasts suggested the hurricane affected all four species. However, the values of the two CI measures strongly differed, even among species showing similar BACI contrasts. Those differences highlight qualitatively distinct population trajectories between periods and treatments requiring different ecological explanations. Overall, we show that BACI contrasts do not provide the full story in assessing the effects of environmental perturbations. The two CI measures can be used to assist ecological interpretations, or to specify detailed hypotheses about effects of restoration actions to allow stronger confirmatory inference about their outcomes. By providing a framework to develop more detailed explanations and hypotheses about ecological changes, the two CI measures can improve conclusions and strengthen evidence of effects of conservation actions and impact assessments under BACI designs.
Journal Article