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the second half of the 20th century. Thus, studies on collections, whether paleontological, archaeological or current, seek to define and calibrate proxies to understand these changes.

      Climate change research requires that these proxies be placed in the context of climate evolution over the last 20,000 to 100,000 years. In Chapter 11, Moreno and Bartolini demonstrate one such approach: the search for climate and salinity proxies in marine sediments (from a few tens of thousands of years ago to the last million years). This research is based on new collections of ocean cores, mainly from 1970 onwards. This chapter reveals the challenges inherent to the constitution and conservation, as well as to the analysis and understanding of data from such an extraordinary resource. In the same vein, Quiles et al. (Chapter 12) show how collections can provide access to atmospheric gas levels prior to a major landscape change. The aim is to calibrate the radiocarbon curve before the construction of the Aswan Dam in Egypt, which had a major impact on this region, and strongly affected the periodic flooding of the Nile. The analyses indicate that the herbarium plates of the 17th and 18th centuries allow for the detection of 14C levels in the atmosphere of this period. This study thus contributes to the refinement of archaeological dating over a historical period of several millennia, a major challenge for the knowledge of the history of ancient Egypt. These two projects reveal how collections can be at the heart of highly transdisciplinary research.

      As mentioned earlier, using collections to answer targeted questions requires methodological adjustments. Sometimes the data from the collections are not sufficient to answer a question. Nevertheless, taking them into account allows us to reframe the subject and adjust the protocol. This iterative aspect, so fundamental to scientific research, is underlined well by Robuchon et al.’s study (Chapter 15). The existing data do not allow us to reach clear conclusions. However, when supplemented by targeted collections of the same species at the same locations, they can represent a solid past reference point for research on community change and local extinctions.

      Despite their number, the chapters presented in this book only offer a glimpse of the diversity of research on global changes for which collections are an indispensable source of data. The review in Chapter 16 (by Muller et al.) on herbaria confirms that there is already a surprising diversity of approaches, even for this type of collection alone. The contribution of collections to understanding the effects of global change is clearly still in its infancy.

       1.3.4. Designing the science of the future based on collections

      As all of these examples show, collections-based research is both a user of collections to answer specific questions and a driving force of new designs for collections. The chapters in this book highlight different know-how that also enrich collections.

      Today, an important part of the research on databases from natural history collections is destined to validate the data or neutralize their biases with respect to the questions asked. In Chapter 18, Monnet et al. discuss the provision and use of data via data portals or aggregators, as part of a traceability system from the collection specimen to the last of a series of users. Indeed, over the last two decades, institutions have made enormous efforts to make their data available and the number of research studies that use them is increasing exponentially. Scientific journals also play a fundamental role in recommending or requiring the availability of the data used. Nevertheless, the whole practice needs to be reviewed with rigor, and data processing and use pipelines that are more in line with principles of validation and traceability need to be built. The monitoring of the evolution of knowledge on specimens, the association of the various information obtained for the same specimen (Gene Bank Accession Number, GBIF ID, etc.), as well as that of the recovery of resampled data by other research groups are still very limited. Considering the fact that database portals and aggregators are designed to last over time and cannot be reconstructed with each new study, it is clear that new procedures must be implemented in this regard.

      Questioning the collections, their values, their needs for maintenance and continuity are part of the daily life of scientists in charge of collections. This link also leads to numerous questions not only about how to add information and ensure its traceability, as proposed in the studies in Chapters 17 (Garrouste) and 18 (Monnet et al.), but also about their raison d’être and their future. Bahuchet’s study (Chapter 19) explores this issue through an analysis of biocultural collections. The basic question “do we need biocultural collections?” is posed with regard to the objects that are essential for testifying the relationship between people and nature. This question concerns all types of collections. It shows us that decisions concerning a collection cannot be taken without considering the scientific context that gave rise to their constitution.

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