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Search Results (229)

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17 pages, 11387 KiB  
Review
Exploring Early Human Presence in West Central Africa’s Rainforests: Archeo-Paleontological Surveys, Taphonomy, and Insights from Living Primates in Equatorial Guinea
by Antonio Rosas, Antonio Garcia-Tabernero, Darío Fidalgo, Juan Ignacio Morales, Palmira Saladié, Maximiliano Fero Meñe and Cayetano Ebana Ebana
Quaternary 2025, 8(3), 45; https://doi.org/10.3390/quat8030045 - 5 Aug 2025
Abstract
Since 2014, the Paleoanthropology Group of the National Museum of Natural Sciences (CSIC), in collaboration with Equatoguinean researchers, has been conducting archeo-paleontological fieldwork in Equatorial Guinea, continuing a longstanding Spanish naturalist tradition in this region of West Central Africa. These multidisciplinary investigations, framed [...] Read more.
Since 2014, the Paleoanthropology Group of the National Museum of Natural Sciences (CSIC), in collaboration with Equatoguinean researchers, has been conducting archeo-paleontological fieldwork in Equatorial Guinea, continuing a longstanding Spanish naturalist tradition in this region of West Central Africa. These multidisciplinary investigations, framed within an archeo-paleo-anthropological approach, aim primarily to identify early human occupation in the Central African rainforests. To date, robust evidence of Pleistocene human presence has been documented, particularly through lithic assemblages. Although the scarcity and fragmentation of well-dated sites in Central Africa complicate chronological placement, technological traits observed in the lithic industries recorded in Equatorial Guinea show clear affinities with the African Middle Stone Age (MSA). Complementary taphonomic analyses of faunal remains have been undertaken to better understand bone preservation and fossilization processes under tropical rainforest conditions, thereby contributing to the interpretation of archeological contexts. In parallel, ongoing primatological research within the project—focused on extant primates in their natural habitats—seeks to provide ethological models relevant to the study of hominin locomotor evolution. Notably, the project has led to the ecogeographic characterization of the Engong chimpanzee group in Monte Alén National Park, one of the country’s most pristine protected areas. Full article
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22 pages, 1649 KiB  
Article
High Warming Restricts the Growth and Movement of a Larval Chinese Critically Endangered Relict Newt
by Wei Li, Shiyan Feng, Shanshan Zhao, Di An, Jindi Mao, Xiao Song, Wei Zhang and Aichun Xu
Biology 2025, 14(8), 942; https://doi.org/10.3390/biology14080942 - 27 Jul 2025
Viewed by 336
Abstract
Amphibians are the most threatened vertebrates, yet their resilience in relation to growth and locomotor performance with rising temperatures remains poorly understood. Here, we chose a critically endangered amphibian—the Chinhai spiny newt (Echinotriton chinhaiensis)—as the study species and set four water [...] Read more.
Amphibians are the most threatened vertebrates, yet their resilience in relation to growth and locomotor performance with rising temperatures remains poorly understood. Here, we chose a critically endangered amphibian—the Chinhai spiny newt (Echinotriton chinhaiensis)—as the study species and set four water temperature gradients (20 °C, 24 °C, 28 °C, and 32 °C) to simulate climate changes. The thermal performance to climate warming was quantified by measuring morphometric parameters, basal metabolic rate (oxygen consumption rate), and the locomotor performance of Chinhai spiny newt larvae. We found that the optimal temperature range for Chinhai spiny newt larvae is 24–28 °C. Within the temperature range of 24–28 °C, the growth, oxygen consumption rate, and locomotor performance of the larvae were positively correlated with temperature. High temperatures inhibited larval growth, oxygen consumption rate, and locomotor performance, and the temperature threshold was 32 °C. In addition, Chinhai spiny newt larvae are more sensitive to acute temperature changes, meaning that climate-driven extreme events (e.g., heatwaves and droughts) pose significant threats to their larvae. The optimal temperature range obtained from this study could guide artificial breeding and early warming; future studies should integrate controlled temperature fluctuations in order to understand the thermal adaption of this threatened species. Full article
(This article belongs to the Special Issue Progress in Wildlife Conservation, Management and Biological Research)
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15 pages, 2127 KiB  
Article
Accessible Interface for Museum Geological Exhibitions: PETRA—A Gesture-Controlled Experience of Three-Dimensional Rocks and Minerals
by Andrei Ionuţ Apopei
Minerals 2025, 15(8), 775; https://doi.org/10.3390/min15080775 - 24 Jul 2025
Viewed by 468
Abstract
The increasing integration of 3D technologies and machine learning is fundamentally reshaping mineral sciences and cultural heritage, establishing the foundation for an emerging “Mineralogy 4.0” framework. However, public engagement with digital 3D collections is often limited by complex or costly interfaces, such as [...] Read more.
The increasing integration of 3D technologies and machine learning is fundamentally reshaping mineral sciences and cultural heritage, establishing the foundation for an emerging “Mineralogy 4.0” framework. However, public engagement with digital 3D collections is often limited by complex or costly interfaces, such as VR/AR systems and traditional touchscreen kiosks, creating a clear need for more intuitive, accessible, and more engaging and inclusive solutions. This paper presents PETRA, an open-source, gesture-controlled system for exploring 3D rocks and minerals. Developed in the TouchDesigner environment, PETRA utilizes a standard webcam and the MediaPipe framework to translate natural hand movements into real-time manipulation of digital specimens, requiring no specialized hardware. The system provides a customizable, node-based framework for creating touchless, interactive exhibits. Successfully evaluated during a “Long Night of Museums” public event with 550 visitors, direct qualitative observations confirmed high user engagement, rapid instruction-free learnability across diverse age groups, and robust system stability in a continuous-use setting. As a practical case study, PETRA demonstrates that low-cost, webcam-based gesture control is a viable solution for creating accessible and immersive learning experiences. This work offers a significant contribution to the fields of digital mineralogy, human–machine interaction, and cultural heritage by providing a hygienic, scalable, and socially engaging method for interacting with geological collections. This research confirms that as digital archives grow, the development of human-centered interfaces is paramount in unlocking their full scientific and educational potential. Full article
(This article belongs to the Special Issue 3D Technologies and Machine Learning in Mineral Sciences)
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20 pages, 262 KiB  
Article
Comics as Heritage: Theorizing Digital Futures of Vernacular Expression
by Ilan Manouach and Anna Foka
Heritage 2025, 8(8), 295; https://doi.org/10.3390/heritage8080295 - 24 Jul 2025
Viewed by 1067
Abstract
This paper investigates digital comics—particularly webcomics and webtoons—as emerging forms of cultural heritage, analyzing their exponential global influence alongside the limitations of traditional heritage frameworks in systematically preserving them. The UNESCO heritage model, rooted in concepts of physical fixity and authenticity, is shown [...] Read more.
This paper investigates digital comics—particularly webcomics and webtoons—as emerging forms of cultural heritage, analyzing their exponential global influence alongside the limitations of traditional heritage frameworks in systematically preserving them. The UNESCO heritage model, rooted in concepts of physical fixity and authenticity, is shown as inadequate for born-digital works like comics, which derive meaning from technological infrastructure, dynamic platforms, and ongoing community interaction rather than static material forms. Drawing on heritage futures and digital materiality theories, the authors argue that digital comics exemplify "temporal authenticity," evolving through continual transformation and algorithmic curation. The paper details how platform recommendation systems and analytics directly shape which comics achieve cultural visibility and preservation, while community-driven initiatives—such as The Flashpoint Archive—demonstrate effective models for holistic, grassroots digital preservation beyond institutional reach. Ultimately, the study calls for new theoretical and practical approaches to heritage, recognizing digital comics as both cultural artifacts and dynamic, platform-specific vernacular expressions. Full article
(This article belongs to the Section Digital Heritage)
20 pages, 942 KiB  
Article
European Researchers’ Night: The Role of Scientific Events in Teacher Training
by Raquel Pires Lopes, João Miguel Alves Ferreira, Sergii Tukaiev, Cristina de Sousa and Raquel Barata
Educ. Sci. 2025, 15(7), 914; https://doi.org/10.3390/educsci15070914 - 17 Jul 2025
Viewed by 740
Abstract
European Researchers’ Night 2023 was developed at the National Museum of Natural History and Science of Lisbon, Portugal, with the motto “Science for Everyone (SCIEVER)—Inclusion and Sustainability”. The event promotes the relevance of science and research by focusing on the social, economic, and [...] Read more.
European Researchers’ Night 2023 was developed at the National Museum of Natural History and Science of Lisbon, Portugal, with the motto “Science for Everyone (SCIEVER)—Inclusion and Sustainability”. The event promotes the relevance of science and research by focusing on the social, economic, and environmental dimensions of sustainability and inclusion and bridging the gap between scientists, students, and civil society. Our study aims to understand the impact of the event on 30 students from a degree in Basic Education, who completed a questionnaire before and after the event. Data collection was focused on the audience’s expectations and engagement with the activities and the perceived value of such events. The students attended the event as a group, and the individual experiences described were similar: the importance of the European Researchers’ Night in raising awareness of science in initial teacher training. The findings may have implications in terms of curricula revision, education research, and education policies. Full article
(This article belongs to the Section Teacher Education)
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24 pages, 2162 KiB  
Article
African Small Mammals (Macroscelidea and Rodentia) Housed at the National Museum of Natural History and Science (University of Lisbon, Portugal)
by Maria da Luz Mathias and Rita I. Monarca
Diversity 2025, 17(7), 485; https://doi.org/10.3390/d17070485 - 15 Jul 2025
Viewed by 217
Abstract
The National Museum of Natural History and Science holds a historical collection of 279 small African mammal specimens (Macroscelidea and Rodentia), representing 32 species, gathered during the Portuguese colonial period in Mozambique, Angola, and Guinea-Bissau. This study examines the collection, updates the small [...] Read more.
The National Museum of Natural History and Science holds a historical collection of 279 small African mammal specimens (Macroscelidea and Rodentia), representing 32 species, gathered during the Portuguese colonial period in Mozambique, Angola, and Guinea-Bissau. This study examines the collection, updates the small mammal species lists for each country, and highlights its importance as a historical baseline for biodiversity research. Rodents dominate the collection, reflecting their natural abundance and diversity, while Macroscelidea are less represented. The Angolan subset of the collection has the highest number of both specimens and species represented. Mozambique is underrepresented, and the Guinea-Bissau subset offers an extensive rodent representation of the country’s inventory. The most well-represented species are Gerbilliscus leucogaster, Lemniscomys striatus, Lemniscomys griselda (from Angola), and Heliosciurus gambianus (from Guinea-Bissau). Notably, the collection includes the neo-paratype of Dasymys nudipes (from Angola). Most species are common and not currently threatened, with geographic origin corresponding to savanna and forest habitats. These findings underscore the importance of integrating historical data and current biodiversity assessments to support multidisciplinary studies on target species, regions, or countries. In this context, the collection remains a valuable key resource for advanced research on African small mammals. Full article
(This article belongs to the Section Animal Diversity)
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25 pages, 2294 KiB  
Article
Visualising Spatial Dispersion in Cultural Heritage Data
by Laya Targa, Esperanza Villuendas, Cristina Portalés and Jorge Sebastián
ISPRS Int. J. Geo-Inf. 2025, 14(7), 267; https://doi.org/10.3390/ijgi14070267 - 8 Jul 2025
Viewed by 445
Abstract
The digitisation of cultural heritage has transformed how GLAM (Galleries, Libraries, Archives and Museums) institutions manage and share collections. Digital catalogues are indispensable for documenting and granting public access to cultural assets. However, integrating spatial data remains challenging due to the ambiguity, uncertainty, [...] Read more.
The digitisation of cultural heritage has transformed how GLAM (Galleries, Libraries, Archives and Museums) institutions manage and share collections. Digital catalogues are indispensable for documenting and granting public access to cultural assets. However, integrating spatial data remains challenging due to the ambiguity, uncertainty, granularity, and heterogeneity of historical data. This study addresses these issues through a case study on the Museo de América’s “Place of Provenance” data, proposing a methodology for data cleaning and evaluating geocoding accuracy using Nominatim, ArcGIS, and GeoNames APIs. We assess these APIs by quantifying geocoding errors through a “balance sheet” method, identifying instances of over-representation, under-representation, or neutral results for geographical regions. The effectiveness of each API is analysed using confusion matrices and interactive cartograms, offering insights into misallocations. Our findings reveal varying accuracy among the APIs in processing heterogeneous historical spatial data. Nominatim achieved a 40.91% neutral result in correctly geocoding countries, underscoring challenges in spatial data representation. This research provides valuable methodological experiences and insights for researchers and GLAM institutions working with cultural heritage datasets. By enhancing spatial dispersion visualisation, this work contributes to understanding cultural circulations and historical patterns. This interdisciplinary work was developed as part of the ClioViz project, integrating Data Science, data Visualisation, and art history. Full article
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14 pages, 1672 KiB  
Article
Ionotropic Receptor Genes in Fig Wasps: Evolutionary Insights from Comparative Studies
by Hui Yu, Xiaojue Nong, Weicheng Huang, Ling Yang, Chantarasuwan Bhanumas, Yongmei Xiong and Seping Dai
Insects 2025, 16(7), 679; https://doi.org/10.3390/insects16070679 - 29 Jun 2025
Viewed by 695
Abstract
The mechanisms of chemoreception in fig wasps (Hymenoptera, Agaonidae) are of primary importance in their co-evolutionary relationship with the fig trees they pollinate. As the supplementary receptors to odorant receptors (ORs) and gustatory receptors (GRs) in insects, we compare the evolutionary characters of [...] Read more.
The mechanisms of chemoreception in fig wasps (Hymenoptera, Agaonidae) are of primary importance in their co-evolutionary relationship with the fig trees they pollinate. As the supplementary receptors to odorant receptors (ORs) and gustatory receptors (GRs) in insects, we compare the evolutionary characters of ionotropic receptors (IRs) among 25 fig wasp taxa in six genera. In total, we identified 205 IRs in 25 fig wasps, with each taxon recording from 5 to 12 IR genes. We found 189 IR genes clustered into 18 orthologous groups that can be divided into three types: IRco, antennal IRs, and divergent IRs. More IRs belong to antennal IRs in fig wasps, which can be sensitive to acids, aldehydes, polyamines, salt, amino acids, and temperature/humidity according to homology comparison. Additionally, some IR genes in fig wasps do not cluster with those of outgroup species (e.g., Drosophila melanogaster, Apis mellifera), suggesting they may represent a unique group and may have special functions in fig wasps. Divergent IRs are very few, with large sequence variation between species. Compared to ORs and GRs in fig wasps, gene sequences in most IR orthologous groups are more conserved between genera, with the lowest sequence similarity in 10 orthologous groups (including three IRco) exhibiting above 58.5%. Gene sequences are consistent with the phylogenetic relationships among fig wasps, which is the same as ORs and GRs. Strong purifying selection of IR genes was detected, as shown by the low ω values. Signatures of positive selection were detected in loci from three orthologous groups. Our results provide important molecular information for further studies on chemosensory mechanisms in fig wasps. Full article
(This article belongs to the Section Insect Molecular Biology and Genomics)
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16 pages, 2600 KiB  
Article
Delimitation and Phylogeny in Fritillaria Species (Liliaceae) Endemic to Alps
by Francesco Dovana, Lorenzo Peruzzi, Virgile Noble, Martino Adamo, Costantino Bonomi and Marco Mucciarelli
Biology 2025, 14(7), 785; https://doi.org/10.3390/biology14070785 - 28 Jun 2025
Viewed by 1174
Abstract
The number of Fritillaria species native to the Alps has long been debated, and observational biases due to the short flowering periods and the scattered distributions of endemic Fritillaria populations along the mountain range have probably made the task of botanists more complicated. [...] Read more.
The number of Fritillaria species native to the Alps has long been debated, and observational biases due to the short flowering periods and the scattered distributions of endemic Fritillaria populations along the mountain range have probably made the task of botanists more complicated. Moreover, previous phylogenetic studies in Fritillaria have considered alpine taxa only marginally. To test species boundaries within the F. tubaeformis species complex and to study their phylogenetic relationships, intra- and inter-specific genetic variability of sixteen samples belonging to four Fritillaria species was carried out in different localities of the Maritime and Ligurian Alps, with extensions to the rest of the Alpine arc. The combined use of five plastid DNA markers (matK, ndhF, rpl16, rpoC1, and petA-psbJ) and nrITS showed that F. tubaeformis and F. burnatii are phylogenetically independent taxa, fully confirming morphological and morphometric divergences and, that F. burnatii is not related phylogenetically to the central European F. meleagris. Our phylogenetic study also supports the separation of F. tubaeformis from F. moggridgei, pointing to environment/ecological constraints or reproductive barriers as possible causes of their distinct evolutionary status. Our analysis also showed that the mountain endemic F. involucrata is not closely related to F. tubaeformis, contrasting with previous studies. The phylogenetic analysis of the nrITS region supports a close relationship between F. burnatii and F. moggridgei, but with low statistical support. Full article
(This article belongs to the Section Plant Science)
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8 pages, 1945 KiB  
Proceeding Paper
Serious Game Design Integrating Design–Play–Experience Framework: Digital Interactive Experience Exploring Ecology of Palaeoloxodon
by Tzu-Chuen Lu, Yu-Ci Chen and Chun-Hsiang Chang
Eng. Proc. 2025, 98(1), 21; https://doi.org/10.3390/engproc2025098021 - 27 Jun 2025
Viewed by 309
Abstract
In this study, we developed a game related to Palaeoloxodon huaihoensis to enhance public interest in learning about its ecology. The game integrates education and entertainment elements at four interactive levels “See Sea Bones,” “Assembling Organs,” “Bacterias Cleaner,” and “Painting Elephant” to allow [...] Read more.
In this study, we developed a game related to Palaeoloxodon huaihoensis to enhance public interest in learning about its ecology. The game integrates education and entertainment elements at four interactive levels “See Sea Bones,” “Assembling Organs,” “Bacterias Cleaner,” and “Painting Elephant” to allow players to explore the fossil structure, internal organs, and historical background of Palaeoloxodon huaihoensis. In the design process, we incorporated the design–play–experience framework and the gameplay–purpose–scope (GPS) model to balance entertainment and education. To evaluate the effectiveness of the developed game, a questionnaire survey on a Likert scale was conducted with 180 participants visiting the National Museum of Natural Science, Taiwan. The results indicated that the majority of the players were satisfied with the game’s design and content, particularly in terms of its ability to stimulate creativity. This research demonstrated the potential of games in museum education and provides insights for future optimization. Full article
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3 pages, 146 KiB  
Editorial
Editorial for Special Issue “Geomaterials and Cultural Heritage”
by Marco Benvenuti, Rosarosa Manca and Lucilla Fabrizi
Minerals 2025, 15(6), 658; https://doi.org/10.3390/min15060658 - 19 Jun 2025
Viewed by 178
Abstract
The Special Issue entitled “Geomaterials and Cultural Heritage” serves as a platform to gather contributions at the intersection between Heritage Science, Earth Sciences, Materials Science, and Museum Studies [...] Full article
(This article belongs to the Special Issue Geomaterials and Cultural Heritage)
21 pages, 1112 KiB  
Article
Observation of Human–Robot Interactions at a Science Museum: A Dual-Level Analytical Approach
by Heeyoon Yoon, Gahyeon Shim, Hanna Lee, Min-Gyu Kim and SunKyoung Kim
Electronics 2025, 14(12), 2368; https://doi.org/10.3390/electronics14122368 - 10 Jun 2025
Viewed by 528
Abstract
This study proposes a dual-level analytical approach to observing human–robot interactions in a real-world public setting, specifically a science museum. Observation plays a crucial role in human–robot interaction research by enabling the capture of nuanced and context-sensitive behaviors that are often missed by [...] Read more.
This study proposes a dual-level analytical approach to observing human–robot interactions in a real-world public setting, specifically a science museum. Observation plays a crucial role in human–robot interaction research by enabling the capture of nuanced and context-sensitive behaviors that are often missed by post-interaction surveys or controlled laboratory experiments. Public environments such as museums pose particular challenges due to their dynamic and open-ended nature, requiring methodological approaches that balance ecological validity with analytical rigor. To address these challenges, we introduce a dual-level approach for behavioral observation, integrating statistical analysis across demographic groups with time-series modeling of individual engagement dynamics. At the group level, we analyzed engagement patterns based on age and gender, revealing significantly higher interaction levels among children and adolescents compared to adults. At the individual level, we employed temporal behavioral analysis using a Hidden Markov Model to identify sequential engagement states—low, moderate, and high—derived from time-series behavioral patterns. This approach offers both broad and detailed insights into visitor engagement, providing actionable implications for designing adaptive and socially engaging robot behaviors in complex public environments. Furthermore, it can facilitate the analysis of social robot interactions in everyday contexts and contribute to building a practical foundation for their implementation in real-world settings. Full article
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13 pages, 5283 KiB  
Article
Assessing the Conservation Priority of Alpine Carabid Beetle Communities by Mapping the Index of Natural Value (INV) in Natura 2000 Habitats in the Brenta Dolomites (Italian Alps)
by Emiliano Peretti, Marco Armanini, Roberta Chirichella, Andrea Mustoni and Mauro Gobbi
Insects 2025, 16(6), 602; https://doi.org/10.3390/insects16060602 - 7 Jun 2025
Viewed by 711
Abstract
The Dolomites (European Alps) are a UNESCO World Heritage Site known to harbor distinctive communities of carabid beetles adapted to high-altitude environments, whose composition is shaped mainly by landform and habitat type. We aimed to assess the conservation priority of carabid beetle communities [...] Read more.
The Dolomites (European Alps) are a UNESCO World Heritage Site known to harbor distinctive communities of carabid beetles adapted to high-altitude environments, whose composition is shaped mainly by landform and habitat type. We aimed to assess the conservation priority of carabid beetle communities in the Brenta mountain group (Italy). We used the Index of Natural Value (INV), based on the relative frequencies and abundances of highly specialized Alpine species, as a proxy of the sensitivity to disturbance, and, thus, to the vulnerability of the carabid beetle communities to extinction. We used information on Natura 2000 habitat cover to produce a map for identifying areas of the Brenta Dolomites inhabited by the carabid beetle communities most relevant for conservation. We also report on the main differences in terms of species composition between the investigated communities. We found a positive correlation between vulnerability and altitude. Specifically, the most vulnerable communities were recorded in high-altitude habitat types (limestone cliffs and pavements, calcareous and calcschist screes, and alpine calcareous grasslands). Alkaline fens resulted in having the least vulnerable community, while those in all other habitats (bush and forests) were found to have intermediate levels of vulnerability. Full article
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25 pages, 6375 KiB  
Article
Collections for the Public Good: A Case Study from Ohio
by Loren E. Babcock, Daniel F. Kelley, John B. Krygier, William I. Ausich, David L. Dyer, Dale M. Gnidovec, Anne M. Grunow, D. Mark Jones, Erica Maletic, Camilla Querin, H. Gregory McDonald and D. Joseph Wood
Diversity 2025, 17(6), 392; https://doi.org/10.3390/d17060392 - 31 May 2025
Cited by 1 | Viewed by 519
Abstract
Natural history collections serve science and society in a variety of ways. Collections of geological, including paleontological, materials are of special importance in the 21st century, as they serve not only as repositories for scientific research specimens, but are also used in teaching, [...] Read more.
Natural history collections serve science and society in a variety of ways. Collections of geological, including paleontological, materials are of special importance in the 21st century, as they serve not only as repositories for scientific research specimens, but are also used in teaching, outreach, and engaging the public in science. These collections link us to our scientific, technological, and cultural history, and help to inspire the next generations of scientists and technologists. In addition, they provide inspiration for creative works. They also have an important role in informing public policy and national security, as geological materials are fundamental to the global economy. Examples from universities, museums, and government agencies in central Ohio, USA, help to illustrate the myriad ways that geological collections are relevant to modern society, and provide continuing, critical benefits. These examples reinforce the need to ensure the long-term support of collections. Full article
(This article belongs to the Special Issue Do We Still Need Natural History Collections?)
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34 pages, 3464 KiB  
Review
Addressing Biological Invasions in Agriculture with Big Data in an Informatics Age
by Rebecca A. Clement, Hyoseok Lee, Nicholas C. Manoukis, Yelena M. Pacheco, Fallon Ross, Mark S. Sisterson and Christopher L. Owen
Agriculture 2025, 15(11), 1157; https://doi.org/10.3390/agriculture15111157 - 28 May 2025
Viewed by 895
Abstract
Big data approaches are rapidly expanding across many fields of science and are seeing increasing application, yet the use of big data in research related to invasive species lags. Big data can play a key role in predicting, detecting, preventing, controlling, and eradicating [...] Read more.
Big data approaches are rapidly expanding across many fields of science and are seeing increasing application, yet the use of big data in research related to invasive species lags. Big data can play a key role in predicting, detecting, preventing, controlling, and eradicating biological invasions. Here, we assess terms in the literature related to big data, biological invasions, and agriculture and review sources of big data, including museum records, crowdsourcing observations, natural history collections, and DNA-based information. These sources can be combined with environmental data to build models, predict the origins of invasive species, and develop control methods. To harness the power of data for agricultural biological invasions, several action areas are recommended to streamline processes and improve data sources. Full article
(This article belongs to the Section Artificial Intelligence and Digital Agriculture)
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