CorText Manager around the world

@article{Bautista-Puig2024,

title = {Unraveling public perceptions of the Sustainable Development Goals for better policy implementation},

author = {Núria Bautista-Puig and María Barreiro-Gen and Gustė Statulevičiūtė and Vilius Stančiauskas and Gokhan Dikmener and Dina Akylbekova and Rodrigo Lozano},

url = {https://www.sciencedirect.com/science/article/pii/S0048969723077446},

doi = {/10.1016/j.scitotenv.2023.169114},

issn = {0048-9697},

year  = {2024},

date = {2024-02-20},

journal = {Science of The Total Environment},

volume = {912},

pages = {169114},

abstract = {Public participation is crucial for policy-making and can contribute to strengthening democracies and decision-making. Public participation can help to address sustainability challenges and plays a key role in attaining the Sustainable Development Goals (SDGs). While the SDGs are policy concepts, there has been limited research conducted on how the public perceives the SDGs. Public participation in scientific research has been carried out through citizen science (CS). This paper analyzes the public's perception of the SDGs through CS and how the public can participate in their implementation. The paper uses the OSDG community platform, a citizen science platform with >2000 participants, to analyze public perception of the SDGs. A set of 40,062 excerpts of text (v2023-01-01), a topic modeling and agreement scores by using CorTexT Manager software, was analyzed. The results show that some SDGs, e.g. health (SDG3) or life below water (SDG14), have higher levels of agreement from the public, whilst for other SDGs the public disagree on their perception, (e.g. zero hunger). The paper shows that issues affecting citizens' daily lives (e.g. in People related goals) tend to have a higher level of agreement among volunteers, while economic issues and directives have greater discrepancies. The results provide an overview of the differences in public perception on the SDGs and their implementation. The misperceptions regarding the SDGs should be reduced to achieve a better implementation, improve public participation, and help policy-making processes.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Bañas2023,

title = {Stormwater Harvesting from Roof Catchments: A Review of Design, Efficiency, and Sustainability},

author = {Karen Bañas and Miguel Enrico Robles and Marla Maniquiz-Redillas},

url = {https://www.mdpi.com/2073-4441/15/9/1774

},

doi = {10.3390/w15091774},

year  = {2023},

date = {2023-05-05},

urldate = {2023-05-05},

journal = {Water},

volume = {15},

pages = {1774},

publisher = {MDPI},

abstract = {Roof runoff is collected rainwater from a roof using a rainwater harvesting system (RWHS). The construction of an efficient RWHS requires a thorough analysis of the rainwater quality and the appropriate treatment process for its intended use. In line with this, a bibliometric and comprehensive review of studies related to roof rainwater harvesting was conducted. A corpus of 1123 articles was downloaded from the Scopus database and parsed through the CorText Manager to determine the relationships between keywords, journals, and topics related to rainwater harvesting. A comprehensive analysis was also conducted to determine the different designs of RWHS, the quality of harvested rainwater from roof catchments, the efficiency of the system for specific purposes, and its sustainability in terms of economic, environmental, and social aspects. Results show that the effectiveness of a RWHS heavily depends on its installation site, the physicochemical characteristics of the harvested rainwater, and the acceptability of the end users. An effective water treatment process is essential for achieving better water quality for harvested rainwater. Moreover, assessing the financial viability and return on investment of an RWHS is necessary.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Robles2023,

title = {국내 및 국외 적용된 인공습지 내 Bibliometric Analysis을 이용한 탄소저장 및 탄소격리 능력 분석 (Carbon Storage and Sequestration in Constructed Wetlands : A Systematic Review)},

author = {M. E. L. Robles and N. J. D. G. Reyes and H. S. Choi and M. S. Jeon and L. H. Kim},

url = {https://www.earticle.net/Article/A431169

https://scholar.kyobobook.co.kr/article/detail/4050047457914},

doi = {https://doi.org/10.17663/JWR.2023.25.2.132},

issn = {1229-6031},

year  = {2023},

date = {2023-05-01},

urldate = {2023-05-01},

journal = {한국습지학회지 (Journal of the Korean Wetland Society)},

volume = {25},

issue = {2},

pages = {132-144},

abstract = {최근 인공습지(Constructed Wetlands, CWs)를 이용한 탄소격리에 대한 연구가 활발히 진행되고 있으나 인공습지는 미생물, 식생, 여재 등 소규모 생태계로 탄소흡수원과 탄소 공급원 두가지 기능을 수행하기에 탄소중립을 위한 인공 습지의 기능이 확실하지 않다. 따라서 본 연구에서는 인공습지의 탄소격리에 대한 기능을 파악하고자 계량서지학 분 석(Bibliometric analysis)을 통해 다양한 논문 및 보고서를 기반으로 다양하고 포괄적으로 검토를 수행하였다. 계량서 지학 분석(Bibliometric analysis) 결과 인공습지의 기능은 질소를 초점에 두어 영양염류 제거 효과가 높은것으로 분석 되었으며, 인공습지는 토양 내 탄소함유량 및 탄소 격리는 토양 내 조성된 식생, 조성연도 및 유입수 내 유기물 함량 에 따라 다른것으로 나타났다. 인공습지 내 적용되어진 식생 중 부들과(Typha)가 많이 적용되었으며, 탄소격리율에 기여도가 높은것으로 분석되었다. 목본류는 관목류에 비해 상대적으로 탄소격리율이 높아 인공습지 설계시 단일식생 보다는 목본류와 관목류의 복합적으로 조성하여 인공습지 내 탄소격리율과 기후변화를 완화하는데 기여할 것으로 분 석되었다.



The use of constructed wetlands (CWs) to sequester carbon has been a topic of interest in recent studies. However, CWs have been found to be both carbon sinks and carbon sources, thus leaving uncertainties about their role in carbon neutrality initiatives. To address the uncertainties, a bibliometric and comprehensive review on carbon sequestration in CWs was conducted. Upon forming various scripts using CorText Manager, it was found that a majority of the studies focused on the effectiveness of CWs to remove nutrients, particularly nitrogen. The results of the comprehensive review revealed that high carbon concentrations and carbon sequestration rates in CW soils are dependent on the vegetation types used, the ages of the CWs, and the organic content of inflow water entering the CWs. The Typha genus was the most dominant plant genus used in the CWs from the reviewed studies and was associated with the highest carbon sequestration rates documented in this review study. Furthermore, the relatively high ability of tree species, in comparison to emergent plants, to sequester carbon was observed. Therefore, incorporating tree species into CW designs and adding them to emergent plants is seen as a potential breakthrough approach to improve the ability of CWs to sequester carbon and ultimately contribute to mitigating climate change.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Tian2023,

title = {Global Trends and Prospects of Nepheloid Layers: A Comprehensive Bibliometric Review},

author = {Chen Tian and Fei Liu and Zhenghui Li and Hongxian Shan and Hanlu Liu and Yongzheng Quan and Zhenhua Zhou and Zhan Tan and Yonggang Jia},

url = {https://www.mdpi.com/2073-4441/15/6/1067},

doi = {/10.3390/w15061067},

year  = {2023},

date = {2023-03-10},

journal = {Water},

volume = {15},

issue = {6},

abstract = {Nepheloid layers are widely distributed in the marine environment, and their formation and evolution pose many challenges to the current understanding of ocean dynamics and marine sedimentology. In sediment transport processes, nepheloid layers significantly contribute to the exchange of sediment between the continental shelf and the slope. In this paper, we summarize the global research trends on nepheloid layers. In total, 689 publications from 1990 to 2022 were collected from the Web of Science and analyzed using bibliographic software, including Bibliometrix, VOSviewer, CiteSpace, and CorText. Based on these publications, past and present popular research on nepheloid layers is examined and evaluated. The trends in nepheloid layer research are summarized by analyzing keywords, article references, countries, institutions, and authors. Finally, prospects and several key questions related to nepheloid layers are concluded, which can potentially guide future studies. The bibliographic analysis can provide new insights into the history of nepheloid layers. The results also provide valuable information for other researchers and programs investigating geological, geophysical, and biogeochemical processes.},

note = {This article belongs to the Special Issue Sediment Dynamics in Coastal and Marine Environment},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Zheng2023,

title = {Knowledge mining and graph visualization of ancient Chinese scientific and technological documents bibliographic summaries based on digital humanities},

author = {Xiang Zheng and Mingjie Li and Ze Wan and Yan Zhang},

url = {https://www.researchgate.net/publication/371132396_Knowledge_mining_and_graph_visualization_of_ancient_Chinese_scientific_and_technological_documents_bibliographic_summaries_based_on_digital_humanities},

doi = {10.1108/LHT-11-2022-0538},

year  = {2023},

date = {2023-03-05},

journal = {Library Hi Tech},

abstract = {Purpose This study aims to extract knowledge of ancient Chinese scientific and technological documents bibliographic summaries (STDBS) and provide the knowledge graph (KG) comprehensively and systematically. By presenting the relationship among content, discipline, and author, this study focuses on providing services for knowledge discovery of ancient Chinese scientific and technological documents. Design/methodology/approach This study compiles ancient Chinese STDBS and designs a knowledge mining and graph visualization framework. The authors define the summaries' entities, attributes, and relationships for knowledge representation, use deep learning techniques such as BERT-BiLSTM-CRF models and rules for knowledge extraction, unify the representation of entities for knowledge fusion, and use Neo4j and other visualization techniques for KG construction and application. This study presents the generation, distribution, and evolution of ancient Chinese agricultural scientific and technological knowledge in visualization graphs. Findings The knowledge mining and graph visualization framework is feasible and effective. The BERT-BiLSTM-CRF model has domain adaptability and accuracy. The knowledge generation of ancient Chinese agricultural scientific and technological documents has distinctive time features. The knowledge distribution is uneven and concentrated, mainly concentrated on C1-Planting and cultivation, C2-Silkworm, and C3-Mulberry and water conservancy. The knowledge evolution is apparent, and differentiation and integration coexist. Originality/value This study is the first to visually present the knowledge connotation and association of ancient Chinese STDBS. It solves the problems of the lack of in-depth knowledge mining and connotation visualization of ancient Chinese STDBS.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Reyes2023,

title = {Bibliometric Analysis and Comprehensive Review of Stormwater Treatment Wetlands: Global Research Trends and Existing Knowledge Gaps},

author = {Nash Jett Reyes and Franz Kevin F. Geronimo and Heidi B. Guerra and Lee-Hyung Kim},

url = {https://www.mdpi.com/2071-1050/15/3/2332},

doi = {10.3390/su15032332},

issn = {2071-1050},

year  = {2023},

date = {2023-01-27},

urldate = {2023-01-27},

journal = {Sustainability},

volume = {15},

number = {3},

abstract = {Stormwater treatment wetlands are widely recognized as efficient and cost-effective solutions to growing stormwater problems. This study presented a new approach to evaluating the current status and trends in stormwater treatment wetlands research. The annual scientific productivity of different states was identified using a bibliometric analysis approach. The number of publications related to stormwater treatment wetlands has exhibited an increasing trend since the earliest record of publication. USA and China were among the states that had the most number of stormwater treatment wetlands-related publications and international collaborations. In terms of the population-to-publication ratio, Australia, Canada, and South Korea were found to have a higher level of scientific productivity. Analysis of frequently used keywords and terms in scientific publications revealed that the efficiency of stormwater treatment wetlands and the processes involved in the removal of nutrients and trace elements were adequately investigated; however, inquiries on the removal of organic micropollutants and emerging pollutants, such as pharmaceuticals and personal care products, microplastics, and industrial compounds, among others, are still lacking. Through the comprehensive review of related scientific works, the design, components, and primary factors affecting the performance of stormwater treatment wetlands were also identified. Future works that address the aforementioned knowledge gaps are recommended to optimize the benefits of stormwater treatment wetlands.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Andro2022,

title = {Des analyses de notoriété, de trafic web, de bibliométrie et de text mining},

author = {Mathieu Andro and Jérôme Bondu},

url = {https://www.cairn.info/revue-i2d-information-donnees-et-documents-2022-2-page-139.htm?contenu=article},

doi = {https://doi.org/10.3917/i2d.222.0139},

year  = {2022},

date = {2022-12-01},

urldate = {2022-12-01},

journal = {I2D - Information, données & documents},

volume = {2022},

issue = {2},

pages = {139 - 148},

abstract = {Nous avons utilisé Google Trends pour identifier les 5 plateformes de veille les plus recherchées par les internautes dans le monde :

D’après Google Trends, le français Digimind était la solution de veille la plus recherchée sur le moteur de recherche Google, au niveau mondial, par les internautes, jusqu’en 2006. Mais depuis 2007, c’est Meltwater qui semble susciter le plus d’intérêt auprès des internautes. Etant donné le caractère polysémique du nom de cette société, ces données mériteraient d’être relativisées. Ses effectifs déclarés au cours de notre enquête, ainsi que son acquisition récente de Linkfluence et de Sysomos, semblent toutefois conforter l’idée qu’il puisse effectivement s’agir actuellement du leader dans le domaine des plateformes de veille.

Mettons à part Meltwater et analysons les autres acteurs à partir des données du nombre de recherche Google par les internautes. À partir de 2010, Brandwatch a, à son tour, doublé Digimind avant d’être, ensuite, dépassé par Talkwalker qui occupe actuellement et depuis 2020 la deuxième position, suivie par Brandwatch puis par Digimind et Newswhip. Il faudrait bien sûr être en mesure de mieux segmenter ces résultats, sachant par exemple que Digimind propose deux produits phares : une solution de veille stratégique « traditionnelle » et un service de social listening plus récent, qui vient concurrencer directement Talkwalker et Brandwatch.

Si on se concentre sur la dernière année, on découvre qu’il existe une répartition géographique assez différenciée de l’intérêt manifesté par les internautes dans le monde …},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Kalantari2022,

title = {Global research trends in petrochemical wastewater treatment from 2000 to 2021},

author = {Mahdi Kalantari and Shabnam Sadri Moghaddam and Fereidon Vafaei},

doi = {/10.21203/rs.3.rs-1913934/v1},

year  = {2022},

date = {2022-09-02},

urldate = {2022-09-02},

journal = {Research Square},

publisher = {Springer, Environmental Science and Pollution Research},

abstract = {Petrochemical wastewater (PWW) is a huge industrial contaminant that generates a wide range of resistive and poisonous organic pollutants that harm animals and plants in natural water bodies when discharged untreated or partially treated. Therefore, it is vital to develop technologies that are simple, efficient, and profitable for the treatment of oily wastewater. Although, much study has been undertaken on the treatment of PWW, there hasn't been any recent work on bibliometrics analysis of global research trends on this issue. A bibliometric analysis will help current and future researchers figure out where the gaps are and how to fill them. The present study's focus is to examine the characteristics and trends of research on oily wastewater treatment with an emphasis on the treatment of PWW. This research was performed on five important aspects, including characterization of research publications; countries' performances and collaborations; an analysis of the best papers with the most citations; keyword analysis (including frequency distribution of the keyword analysis; the transformation of the keyword combination across time; and exploration of changes in rank over time); and journal analysis, according to the 2457 papers in the Science Citation Index Expanded using the Web of Science (WoS) database from 2000 to 2021. For further analysis, the contingency matrix, bump diagram, and inter-temporal network stream were employed.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Boudalia2022,

title = {The exploration and exploitation of shale gas in Algeria: Surveying key developments in the context of climate uncertainty},

author = {Sofiane Boudalia and Sheila A. Okoth and Rabah Zebsa},

url = {https://www.sciencedirect.com/science/article/pii/S2214790X22000806},

doi = {/10.1016/j.exis.2022.101115},

issn = {2214-790X},

year  = {2022},

date = {2022-09-01},

journal = {The Extractive Industries and Society},

volume = {11},

pages = {101115},

abstract = {Algeria ratified the 2015 Paris Agreement on Climate Change which is committed to reduce greenhouse gas emissions through renewable energy promotion, expanding forest areas and improving water resources. However, the exploration and the exploitation of shale gas are authorized in Algeria. Here, we discuss the socioeconomic factors that have led Algeria to authorize shale gas exploitation regardless of the potential effects of hydraulic fracturing on biodiversity loss and human health under climate change uncertainty context. Data reported show the difficulty to understand the multifaceted aspect of shale gas impacts. Indeed, without a comprehensive environmental assessment (air, soil, water and biodiversity) and human health impacts under climate change context, there is no clear evidence regarding the real costs, on the one hand, and the palpable benefits, on the other, of shale gas exploitation. Scientific data actualization and fully recognizing evidence in the literature are recommended when evaluating the potential adverse effects of unconventional gas on human and animal health, and also when creating hydraulic fracturing legislation. The development of alternative ecofriendly tools and methods to fossil energy sources (e.g., solar photovoltaics, wind, and geothermal energy) has become an emergency to help diversify the economy and safeguard natural resources for future generations.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Maniquiz-Redillas2022,

title = {First Flush Stormwater Runoff in Urban Catchments: A Bibliometric and Comprehensive Review},

author = {Marla Maniquiz-Redillas and Miguel Enrico Robles and Gil Cruz and Nash Jett Reyes and Lee-Hyung Kim},

url = {https://mdpi-res.com/d_attachment/hydrology/hydrology-09-00063/article_deploy/hydrology-09-00063-v2.pdf?version=1649637354},

doi = {10.3390/hydrology9040063},

year  = {2022},

date = {2022-04-09},

urldate = {2022-04-09},

journal = {Hydrology},

volume = {9},

pages = {63},

abstract = {First flush is a phenomenon in stormwater runoff that has been considered a topic of great interest in the field of nonpoint source pollution. Despite several attempts to define the first flush quantitively, the specified characteristics of the phenomenon vary among sources. To address these uncertainties, a bibliometric and comprehensive review on published articles related to first flush was conducted. A corpus of 403 research articles was obtained from the Scopus database, which was then parsed using the CorText Manager for the bibliometric analysis. The study examined quantitative definitions of first flush from various sources; climate and topographic characteristics of monitoring and experimental sites where the studies on first flush were performed; the sample collection methods applied; the first flush values obtained on the studies and how it influenced the nonpoint source pollution in urban watersheds. A network map, two contingency matrices, and a Sankey diagram were created to visualize the relationship of significant keywords related to first flush, as well as their co-occurrences with journals, countries, and years. It was found that the strength of the first flush effect could vary depending on the geographical location of the site, climatic conditions, and the pollutants being analyzed. Therefore, initial rainfall monitoring, runoff sampling, and water quality testing were seen as critical steps in characterizing the first flush in urban catchments. Furthermore, the characterization of first flush was found to be significant to the selection of best management practices and design of low-impact development (LID) technologies for stormwater runoff management and nonpoint source pollution control.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Gotor2022,

title = {Innovative Pulses for Western European Temperate Regions: A Review },

author = {Alicia Ayerdi Gotor and Elisa Marraccini},

url = {https://www.mdpi.com/2073-4395/12/1/170/htm},

doi = {10.3390/agronomy12010170},

year  = {2022},

date = {2022-01-11},

urldate = {2022-01-11},

journal = {Agronomy},

volume = {12},

number = {170},

abstract = {In Europe, there is an increasing interest in pulses both for their beneficial effects in cropping systems and for human health. However, despite these advantages, the acreage dedicated to pulses has been declining and their diversity has reduced, particularly in European temperate regions, due to several social and economic factors. This decline has stimulated a political debate in the EU on the development of plant proteins. By contrast, in Southern countries, a large panel of minor pulses is still cropped in regional patterns of production and consumption. The aim of this paper is to investigate the potential for cultivation of minor pulses in European temperate regions as a complement to common pulses. Our assumption is that some of these crops could adapt to different pedoclimatic conditions, given their physiological adaptation capacity, and that these pulses might be of interest for the development of innovative local food chains in an EU policy context targeting protein autonomy. The research is based on a systematic review of 269 papers retrieved in the Scopus database (1974–2019), which allowed us to identify 41 pulses as candidate species with protein content higher than 20% that are already consumed as food. For each species, the main agronomic (e.g., temperature or water requirements) and nutritional characteristics (e.g., proteins or antinutritional contents) were identified in their growing regions. Following their agronomic characteristics, the candidate crops were confronted with variability in the annual growing conditions for spring crops in Western European temperate areas to determine the earliest potential sowing and latest harvest dates. Subsequently, the potential sum of temperatures was calculated with the Agri4cast database to establish the potential climatic suitability. For the first time, 21 minor pulses were selected to be grown in these temperate areas and appear worthy of investigation in terms of yield potential, nutritional characteristics or best management practices. },

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{deEspécie2019,

title = {Ecosystem services and renewable power generation: A preliminary literature review},

author = {Mariana de Assis Espécie and Pedro Ninôde Carvalho and Maria Fernanda Bacile Pinheiro and Vinicius Mesquita Rosenthal and Leyla A. Ferreira da Silva and Mariana Rodrigues de Carvalhaes Pinheiro and Silvana Andreoli Espig and Carolina Fiorillo Mariani and Elisângela Medeiros de Almeida and Federica Natasha Ganança Abreu dos Santos Sodré},

doi = {https://doi.org/10.1016/j.renene.2019.03.076},

isbn = {10.1016/j.renene.2019.03.076},

year  = {2019},

date = {2019-09-01},

urldate = {2019-09-01},

journal = {Renewable Energy},

volume = {140},

pages = {39-51},

abstract = {The term ecosystem services describes a relatively novel approach that directly associates the environment to the provision of human well-being, a concept to which renewable power generation is intrinsically connected. In light of this, the present work characterizes the evolution of the ecosystem services approach as it relates to power generation from renewable sources and identifies trends that have being applied in the field worldwide. The baseline data for the analyses were retrieved from queries of an online scientific database, from which articles that contained the term “ecosystem services” and terms related to renewable energy sources were selected. Chiefly influenced by the publication of reference documents on this issue, the literature review that supported this study demonstrates some trends regarding the ecosystem services approach to renewables, most of which are related to hydropower, including the following: (i) concerns about the degree of dependence that hydropower facilities have on forest conservation; (ii) the relevance of watershed land management for reducing soil erosion to enhance energy generation by hydropower plants; (iii) the emergence of environmentally friendly operational schemes to preserve and/or alleviate the impacts of hydropower plants on river ecosystem services; (iv) the adoption of payment for ecosystem services as an instrument to foment land use strategies that benefit hydropower generation by the engagement of different stakeholders; and (v) the use of economic valuation methods as means to address trade-off scenarios between energy generation and the maintenance of certain ecosystem services. In this process, universities, governments, companies, nongovernmental organizations and even the United Nations have been engaged in different manners of discussions as a reflection of the different positions they have assumed on the subject. The results gathered indicate that there are still opportunities to improve the ecosystem services approach by extending its use to the early stages of renewable energy facilities planning, such as the environmental impact assessments of these projects.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Réchauchère2018,

title = {An Innovative Methodological Framework for Analyzing Existing Scientific Research on Land-Use Change and Associated Environmental Impacts},

author = {Olivier Réchauchère and Monia El Akkari and Sophie Le Perchec and David Makowski and Benoît Gabrielle and Antonio Bispo},

url = {https://doi.org/10.1007/978-3-319-96289-4_1},

doi = {10.1007/978-3-319-96289-4_1},

year  = {2018},

date = {2018-12-04},

urldate = {2018-12-04},

journal = {Sustainable Agriculture Reviews},

volume = { 30},

pages = {1-13},

abstract = {This article describes an original approach to surveying and analyzing the existing body of scientific research on (1) the effects of various forms of reorganization in agriculture, forestry, and spatial planning on land-use change (LUC) and (2) the impacts of that LUC on the environment. Our approach consisted of four principal steps: (i) identification of references using a bibliographic search process; (ii) description of the references’ key features (publication date, journal of publication, etc.); (iii) textual analysis of the articles and identification of thematic sub-groups; (iv) systematic examination of a subset of the corpus using an reading grid followed by an analysis of the results. Our findings show that the majority of publications relating to the environmental impacts of LUC were published after 2000, and amount to a corpus of more than 5700 articles. The scientific journals involved are diverse in nature, with some being general in focus and others more specialized and technical. A lexical analysis performed using the digital platform CorTexT, developed by IFRIS (Institute for Research and Innovation in Society, a research consortium based in the Paris region. http://ifris.org/), enabled us to identify several themes within this corpus, in terms of both the types of reorganizations considered and the types of impacts examined. A more detailed analysis was conducted on a subset of articles dealing with the production of non-food biomass. The results show that, within this sub-group, the environmental impacts most often studied are those relating to climate, soil, and water. Our approach demonstrates the utility of textual analysis as a partially automated method for identifying, in broad outline, the topics addressed within a large-scale corpus. As with a search by keywords, however, this type of textual analysis cannot guarantee that all the articles classed within a category genuinely address the corresponding topic. Among those articles assigned by CorTexT to the sub-group on non-food biomass (1785 articles), the majority proved not relevant to our chosen topic, and only 241 articles were ultimately selected. This selection phase could not be fully automated and required a close reading of titles, abstracts, and often main texts by human experts. The use of precise criteria for selection and a formal reading grid are helpful in limiting the risk of bias and ensuring a level of transparence in the analytical process. Implementation of such an approach is time-consumptive, however, and requires considerable human effort.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Akkari2018,

title = {Textual Analysis of Published Research Articles on the Environmental Impacts of Land-Use Change},

author = {Monia El Akkari and Mélanie Sandoval and Sophie Le Perchec and Olivier Réchauchère},

url = {https://doi.org/10.1007/978-3-319-96289-4_2},

doi = {10.1007/978-3-319-96289-4_2},

year  = {2018},

date = {2018-01-01},

urldate = {2018-01-01},

journal = { Sustainable Agriculture Reviews},

volume = {30},

pages = {15-38},

abstract = {Regardless of the scale considered, land use is determined by a variety of factors relating to both local soil and climatic conditions and socioeconomic considerations (population growth, food and energy requirements, public policies, etc.). Changes in land use resulting from shifts in these factors over time will have environmental consequences. We conducted a review of the scientific literature to identify the degree to which environmental assessments take direct and indirect land-use change into account. A textual analysis was completed on a collection of 5730 scientific articles, published between 1975 and 2015 and listed in the WoS™ database, addressing the relationship between reorganizations of agricultural and forestry systems, or spatial planning, direct and indirect land-use change resulting from these reorganizations; and environmental impacts. By identifying the most frequently used words or groups of words within this corpus (focusing on the title, abstract, and keywords fields), the textual analysis platform CorTexT Manager (Platform developed by IFRIS (the Institute for Research and Innovation in Society, based in the Paris region) assembles diagrams, or “maps,” of occurrence and co-occurrence for these terms, which can then be used to identify the principal themes addressed in the corpus based on clusters of proximate keywords. Eight clusters were so identified: two focused on climate change and greenhouse gas fluxes in terrestrial ecosystems (thus corresponding both to an aspect of the biophysical context and an environmental impact linked to a reorganization); one associated a reorganization (biofuel production) with a dominant environmental impact (the effects of greenhouse gas emissions); three were centered on keywords related to other types of reorganizations (urbanization, grassland management, forestry management); and two focused on environmental impacts on biodiversity and water resources. The five “thematic identifiers” showing the highest number of occurrences were greenhouse gas emission, land-use policy, biofuel, farm system, and pasture land, suggesting that the theme “GHG impacts of biofuel production” is the most prevalent. A more detailed textual analysis of articles in the cluster relating to non-food biomass production (1785 articles) was also conducted, and confirmed the growing importance, notably since 2005–2006, of research linking the bioenergy production, land-use change, and climate impacts from greenhouse gas emissions. Reorganizations toward non-food biomass production also help explain the presence of degraded lands among the most frequently occurring terms in the corpus. Life-cycle analysis is the most important assessment methodology used to evaluate the environmental impacts of bioenergy production.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Makowski2018,

title = {Mapping the Evidence on the Environmental Impacts of Land-Use Change for Non-food Biomass Production},

author = {David Makowski},

url = {https://hal.inrae.fr/hal-02904528

https://link.springer.com/content/pdf/10.1007/978-3-319-96289-4.pdf#page=237},

doi = {10.1007/978-3-319-96289-4_10},

year  = {2018},

date = {2018-01-01},

urldate = {2018-01-01},

journal = {Sustainable Agriculture Reviews},

volume = {30},

pages = {227-236},

abstract = {The environmental impact of land-use change for biomass production is controversial, and it is crucial to provide stakeholders with a reliable description of the existing evidence on this topic. In this paper, we use an emerging research synthesis method called “evidence mapping” to summarize the main characteristics of 241 studies in a graphical user-friendly format. Results showed that most of the reviewed studies were located in Northern and Southern Americas, especially in USA and Brazil. A majority of studies focused on 1G and 2G biofuel, and on electricity production. The impacts on greenhouse gas emission, soil carbon content, soil erosion, water consumption, and water eutrophication were frequently assessed in the selected group of studies. The evidence maps produced in this paper revealed that only few studies were conducted to analyse the environmental impact of Land use change for methane production, for wood production, and for the chemical industry. Only few studies assessed the impact on biodiversity, on air quality, on human health, and on waste induced by land-use changes for biomass production. Our results thus highlight major gaps of knowledge and future research needs on the land-use-mediated implications of the bioeconomy.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}