MétaCan
Menu
Back to cohort
Record W4388767101 · doi:10.1111/rec.13996

We asked and #<scp>GenerationRestoration</scp> delivered: the Joint Special Feature between the British Ecological Society and the Society for Ecological Restoration

2023· article· en· W4388767101 on OpenAlexaff
Holly P. Jones, Stephen D. Murphy

Bibliographic record

VenueRestoration Ecology · 2023
Typearticle
Languageen
FieldEnvironmental Science
TopicForest Management and Policy
Canadian institutionsUniversity of Waterloo
Fundersnot available
KeywordsRestoration ecologyReforestationEnvironmental restorationSet (abstract data type)Environmental resource managementPolitical scienceEcologyComputer scienceEnvironmental scienceBiology

Abstract

fetched live from OpenAlex

When we set out to launch a first-of-its-kind joint-society special feature highlighting restoration research for the United Nations Decade on Ecosystem Restoration, we were full of the same hope that underpins restoration itself, even if we were in the throes of a global pandemic. We knew academics and managers had the potential to share research and perspectives to set the stage for the UN Decade on Restoration. And the greater than 170 papers that were published in that special feature truly did deliver in helping to set the stage and accomplish the lofty goals for the Decade on Restoration. The studies published spanned all continents save Antarctica, and included diverse topics such as how to ensure restoration is inclusive and equitable, emerging cutting edge technologies, how to ensure restoration is enshrined in international law, and how to prioritize restoration efforts to maximize gains. While we cannot cover each paper, below are some highlights of themes that emerged from this Special Feature. Many studies identified core challenges of restoration, and many more highlighted how to overcome specific challenges and highlighted lessons learned. Cortina-Segarra et al. (2021) used expert opinion surveys to identify the barriers to restoration in Europe while Meli et al. (2023) used a literature review to identify information gaps on barriers, pathways, and types of restoration pursued globally that should be filled to truly fulfill the promise of the Decade on Ecosystem Restoration. Barragán et al. (2023) pointed out the imperative that trees planted to meet international reforestation goals be resilient to the climates they are likely to face given global change and Mansourian et al. (2021) and Stanturf (2021) highlighted the lessons learned from the Forest Landscape Restoration initiative that are applicable to the Decade on Ecosystem Restoration. In a world of rising autocracy, growing wealth inequality, and attacks on the rights of the most marginalized communities, we were heartened to see the growing groundswell of support for making restoration more inclusive. From providing recommendations for making restoration more friendly to the LGBTQ+ community (Toone et al. 2023) rules to center people and social dimensions in restoration (Elias et al. 2022), #GenerationRestoration came out in force for this special issue to underscore today's restoration is not the restoration of yesteryear. The importance of increasing gender inclusion (de Siqueira et al. 2021), ensuring stakeholder engagement is inclusive (Gutierrez et al. 2023), incorporating traditional knowledge (Sena et al. 2022), and incorporating equity into restoration (Wells et al. 2021) were emphasized by authors as ways to maximize restoration inclusivity and gains. Restoration has always been a place-based endeavor, so discussions of past land use and historical legacies help ensure that we have the complete picture before proceeding with restoration. Critically, authors pointed out the history of forced removal and genocide of Indigenous peoples from their lands throughout many parts of the world resulted in Indigenous knowledge being ignored or scorned by western science and bringing such knowledge in balance with western science will be critical to advance Indigenous-led restoration and reconciliation on Indigenous land (Dickson-Hoyle et al. 2022). #GenerationRestoration understands that policy makers at every level must be successfully engaged and included in restoration projects if restoration is to reach its global potential. Farrell et al. (2022) highlighted interdisciplinary tools that can be used to meaningfully engage policy makers while Galatowitsch (2023) provided a framework to evaluate organizational capacity to carry out restoration, and Jepson (2022) argued that institutions must be redesigned to truly maximize restoration outcomes. Nsikani et al. (2023) set out an ambitious plan for the continent of Africa to make the most of the Decade on Restoration, highlighting the need for effective governance, to translate goals to the African context, to effectively navigate potential tradeoffs between restoration and demand for development, and to grow the capacity and evidence base for restoration on the continent. Mappin et al. (2022) did a cost–benefit analysis that suggested degraded ecosystems across Australia could be restored without impacting urban or agricultural areas if just 0.1% of Australia's GDP went to restoration for the next 20 years. One theme throughout many of the published studies was the importance of focusing on human well-being (e.g. livelihood security [Lengefeld et al. 2022]; poverty alleviation [Nsikani et al. 2023]; dismantling inequity [Sigman 2021]; job creation [Brancalion et al. 2022]) as a key to meaningfully engaging communities and enlisting support. Many authors highlighted new approaches that could help improve the practice of restoration. Planting natives with weedy life history characteristics was suggested as one way to beat invasive plants at their own game (Young & Hamerlynck 2023), while others suggested using invasive plant-based biochar could facilitate C sequestration in reclaimed mine soils (Ghosh & Maiti 2023). Ecological replacement of extinct species was highlighted for its restoration potential on islands in the Galapagos (Tapia et al. 2022) and Mauritius (Moorhouse-Gann et al. 2022). A new framework for optimizing seed mixes to maximize trophic relationships and ecosystem function and services was proposed and tested (Ladouceur et al. 2022a). Lastly, authors were looking to build restorations of the future, with some suggesting that seed mixes should include genotypes and species that would be expected to reach any given restoration site given climate change (McKone & Hernández 2021). If we are to use restoration to help address the twin climate and biodiversity crises, we need to start thinking big. Thus, many authors highlighted new technology or new ways to use existing technology for meeting restoration and/or monitoring goals. There are growing calls for indirect monitoring of species responses to restoration, and the authors in this Special Feature answered the charge with studies that used environmental DNA in soils to characterize plant communities (Duley et al. 2023), passive acoustic monitoring to characterize birds (Choksi et al. 2023), and remote sensing to monitor plants (McKenna et al. 2023). Drone technology continues to advance restoration science; for example, drones are now being used to remotely seed restorations, though Castro et al. (2021) highlight the work necessary to ensure this can be effective at scale. Speaking of seeds, Svejcar et al. (2022) suggest restoration can take a leaf out of the agricultural sciences' book and use advanced seed coating and extruding technology to improve germination. Big data is all the rage in science, and restoration ecology should be no exception, argue Shukla et al. (2023). Such studies illustrate that restoration scientists are excited to embrace new technology to advance our field forward. Certain concepts or topics are argued to be critical to restoration, but currently underappreciated. The importance of mycorrhizal fungi in facilitating the growth and survival of certain plants was emphasized (Aavik et al. 2021; Frewert et al. 2022; Koziol et al. 2022; Rubin & Görres 2023), but found to be significantly underrepresented in management plans (Markovchick et al. 2023). Other topics getting relatively short shrift in restoration include zoogeochemistry—how stoichiometry of animals varies across landscapes (Abraham et al. 2023), the role of restoration in human health through the prevention of zoonotic disease transmission (Reaser et al. 2021; Prist et al. 2023), and how historical events shape the aspirations and limitations of restoration (Case & Hallett 2021). The difficulty of scaling up restoration while dismantling social inequity was highlighted, with suggestions to reconcile these often-opposing goals (Sigman 2021). One private land owner recounted their experience restoring prairie on their land and emphasized how the work they put in resulted in positive health and well-being benefits, a concept they termed “restorative recreation” (Swanson 2021). Lastly, the failure to appreciate all biomes' significance in restoration policy was given a name—Biome Awareness Disparity (BAD). Authors discussed how BAD is prevalent and bad for the prospects of meeting the goals the Decade on Ecosystem Restoration sets out because many international policy makers see restoration as simply planting trees, with a lack of knowledge on the importance of restoring other ecosystems such as grasslands, savannas, and wetlands (Silveira et al. 2022). Looking across these studies, it is clear that the botanical bias of restoration ecology remains strong, with the vast majority of studies on the impacts of restoration on plants, and many fewer on higher trophic levels, species interactions, and ecosystem functioning. Major gaps pervading restoration ecology are the theoretical frameworks, methodological frameworks, and methods to assess outcomes. As we write this editorial, some new papers across different journals have addressed these but we are struck by the relative lack of attention overall. This probably reflects the case-based nature of restoration projects impeding larger syntheses and a focus of institutions, granting agencies, and even journals on novel approaches at the expense of collaboration and replication to enhance proper assessment and using sophisticated frameworks and methods that already exist. Even though authors highlighted the critical role of knowledge and data sharing to ensure syntheses are robust (Ladouceur et al. 2022b), proposed frameworks (Ladouceur et al. 2022a; Galatowitsch 2023) and syntheses (Romanelli et al. 2020), and shared data on large-scale management decisions (Rowland-Schaefer et al. 2022), significant gaps in frameworks and outcome assessments remain. We are not the only ones who have identified this issue, of course. Part of the motivation—and we think success—of having two societies and multiple journals launch a joint effort like this was to avoid competition and redundancy and promote collaboration. We would like to see this continue both in terms of cooperation in publishing and collaboration among researchers. In collating all these studies, we cannot help but reflect on how thankful we are to be a part of the collective of academics and managers that are dedicating their lives to making the promise of the Decade on Ecosystem Restoration a reality. The goals for this international movement are ambitious, but we believe the studies published in this special issue show that #GenerationRestoration is equal to the task.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.595
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0030.001
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.024
GPT teacher head0.247
Teacher spread0.223 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueRestoration EcologySame topicForest Management and PolicyFrench-language works237,207