Conservation In Practice |
Corresponding author: Alessandro Campanaro ( ale.naro@gmail.com ) Academic editor: Paolo A. Audisio
© 2017 Alessandro Campanaro, Sönke Hardersen, Lara Redolfi De Zan, Gloria Antonini, Marco Bardiani, Michela Maura, Emanuela Maurizi, Fabio Mosconi, Agnese Zauli, Marco Alberto Bologna, Pio Federico Roversi, Giuseppino Sabbatini Peverieri, Franco Mason.
This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Citation:
Campanaro A, Hardersen S, Redolfi De Zan L, Antonini G, Bardiani M, Maura M, Maurizi E, Mosconi F, Zauli A, Bologna MA, Roversi PF, Sabbatini Peverieri G, Mason F (2017) Analyses of occurrence data of protected insect species collected by citizens in Italy. In: Carpaneto GM, Audisio P, Bologna MA, Roversi PF, Mason F (Eds) Guidelines for the Monitoring of the Saproxylic Beetles protected in Europe. Nature Conservation 20: 265-297. https://doi.org/10.3897/natureconservation.20.12704
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Citizen science, the engagement of people in a research project, has grown rapidly in recent years, also for mapping of species of conservation interest. The Life Project “Monitoring Insects with Public Participation” (MIPP) actively promoted collaboration amongst scientists, public administrations and citizens in the collection of occurrence data of nine insect species listed in the Habitats Directive: Lucanus cervus, Osmoderma eremita, Cerambyx cerdo, Rosalia alpina, Morimus asper/funereus, Lopinga achine, Parnassius apollo, Zerynthia cassandra/polyxena and Saga pedo. These species were selected because they share two main characteristics: (i) they are listed in Annexes II and IV of the Habitats Directive and (ii) they are large and relatively easy to identify. From 2014 to 2016, many different strategies were applied to contact and engage the public and approximately 14,000 citizens were reached directly. Additionally, printed and online material informed the public about this project. Citizens could transmit data on the target species, accompanied by a photograph, via the web-site of the project or through a dedicated application (app) for smartphones and tablets. All records were validated by experts based on the photographs sent by citizens. A total number of 2,308 records were transmitted and 1,691 (73.2%) of these were confirmed. Most of the reports were submitted via the website, although the submission via the app increased over time. The species most commonly recorded was L. cervus, followed by M. asper/funereus and R. alpina. Data collected by citizen scientists allowed a detailed analysis to be made on altitudinal distribution and phenology of the species and the results obtained were compared with literature data on altitudinal distribution and phenology. For example, for L. cervus, 67% of the records collected were from the altitudinal range 0–400 m a.s.l. Interestingly, the data showed that the phenology of this species changed with altitude.
Citizen Science, Habitats Directive, Phenology, Altitudinal distribution
Citizen Science (hereafter CS), the engagement of people in order that “scientists and the public work together to investigate and address emergent environmental issues” (
The CS approach has been applied for insect monitoring in a great number of projects with a wide range of geographical scales, for example:
Urban: butterflies monitoring in the cities of Chicago, New York and Tokyo (
National: butterfly monitoring in Germany (http://www.science4you.org), Ireland (
Continental: Monarch Larva Monitoring Project (http://monarchlab.org/mlmp); migration and trends of Monarch butterflies (
Moreover, CS has been used to assess the impact of climate change on butterflies and moths (
The effort required from citizens for the insect monitoring varies from simple observations to the application of a standard monitoring protocol. Examples for CS standardised monitoring are the European Grassland Butterfly Indicator (
Despite the great number of projects aimed at insect monitoring, compared with the total number of species considered in such programmes, invertebrates have been under-sampled by CS and, within invertebrates, butterflies have been over-sampled and beetles have been under-sampled (
In this context, the LIFE11 NAT/IT/000252 Project – Monitoring of Insects with Public Participation (MIPP) – promoted active collaboration amongst scientists, public administrations and citizens in the collection of occurrence data for nine target insect species listed in the Habitats Directive (
The CS MIPP programme can be classified as a “cross sectional surveying” (
The project used information and communication technology (ICT) to collect geo-referenced faunistic data while adding ecological data for the site observation was optional. Above all, applications for wireless devices (smartphones and tablets) can potentially turn anyone into a citizen scientist, enabling them to act as remote sensors for all sorts of data. These devices can collect data more efficiently and in an automated way while, at the same time, limiting human errors and incorporating many important data-gathering functions - such as capturing images, audio and text - into a single tool that can “stamp” the date, time and geographic coordinates associated with an observation (
Osmoderma eremita (Scopoli, 1763) (Coleoptera, Scarabaeidae) is listed as a priority species in Annexes II and IV of the Habitats Directive, its typical habitat being the cavities of old broadleaf trees. The species is presented in detail (biology, ecology and monitoring methods) by
Lucanus cervus (Linnaeus, 1758) (Coleoptera, Lucanidae) is listed in Annex II of the Habitats Directive. Its larvae feed on dead wood from different broadleaved tree species, mainly oaks, in contact with the ground. Biology, ecology and monitoring methods of the stag beetle are presented in detail by
Cerambyx cerdo Linnaeus,1758 (Coleoptera, Cerambycidae) is listed in Annexes II and IV of the Habitats Directive. It typically lives in large, old trees (especially oaks) which are, at least partially, exposed to the sun.
Rosalia alpina (Linnaeus, 1758) (Coleoptera, Cerambycidae) is listed as a priority species in Annexes II and IV of the Habitats Directive and larvae typically develop in wood of large Fagus sylvatica but sometimes also in other broadleafed tree species. Biology, ecology and monitoring methods of R. alpina are presented in detail by
Morimus funereus Mulsant, 1863 (Coleoptera, Cerambycidae) is listed in Annex II of the Habitats Directive. However, a recent genetic study (
Lopinga achine (Scopoli, 1763) (Lepidoptera, Nymphalidae) is listed in Annex IV of the Habitats Directive. Its main habitats are forest clearings and forest margins and its larvae feed on Brachypodium grasses. In Italy, the species is confined to the Alps.
Parnassius apollo (Linnaeus, 1758) (Lepidoptera, Papilionidae) is listed in Annex IV of the Habitats Directive, mainly occurring in mountain areas on steep, sunny slopes with sparse vegetation and its larvae feed on Sedum ssp. and Sempervivum.
Zerynthia polyxena (Geyer, 1828) (Lepidoptera, Papilionidae) is listed in Annex IV of the Habitats Directive; however, recent studies have shown that, in central and southern Italy, an endemic sister species, Z. cassandra (
Saga pedo Pallas, 1771 (Orthoptera, Tettigonidae) is a parthenogenetic species listed in Annex IV of the Habitats Directive. It is a xerothermophylous species inhabiting dry meadows, pastures and shrubby hillsides. S. pedo feeds mainly on other grasshoppers.
The objectives of this paper are two-fold: (i) to describe the different strategies adopted to engage people in the LIFE project MIPP and to analyse the results of participation by volunteers and (ii) to use the data transmitted to upgrade knowledge of the altitudinal distribution and the phenology of the target species by comparing these results with the most relevant literature.
Engaging citizen volunteers to monitor and manage natural resources, track species at risk and conserve protected areas is increasing, especially by non-governmental organisations. The contribution of volunteers to natural sciences is not new; in museums, there are hundreds of millions of plants and animals specimens which have been collected by volunteers. However, with CS, the engagement of volunteers is increasing and now makes it possible to carry out monitoring programmes which constitute a new challenge for science (Cathy et al. 2011,
Different strategies were applied to engage the public from 2014 to 2016. The MIPP staff met citizens “face-to-face” during seminars, workshops and dissemination events in cities, in science museums and in nature reserves. Other means used to contact the public were talks and posters at conferences and guided tours. Additionally, a specific education programme for schools was carried out in several Italian regions (see
Number of dissemination activities and number of citizens reached from 2014 to 2016.
2014 | 2015 | 2016 | Total | |||||
Activities | Citizens | Activities | Citizens | Activities | Citizens | Activities | Citizens | |
Seminars and workshops | 25 | 642 | 31 | 2100 | 26 | 652 | 82 | 3394 |
Divulgation events | 19 | 715 | 20 | 968 | 18 | 1539 | 57 | 3222 |
Conferences | 5 | 130 | 2 | 140 | 3 | 0 | 10 | 270 |
Guided tours | 8 | 257 | 54 | 1496 | 4 | 170 | 66 | 1923 |
Educational activities at school | 58 | 1923 | 70 | 1862 | 60 | 1370 | 188 | 5155 |
Total | 115 | 3667 | 177 | 6566 | 111 | 3731 | 403 | 13964 |
Media-related dissemination performed from 2014 to 2016.
2014 | 2015 | 2016 | Total | |
Documentaries | 1 | 1 | 0 | 2 |
Press releases | 9 | 12 | 13 | 34 |
Magazines and newspaper articles | 42 | 37 | 48 | 127 |
Interviews in TV or Radio | 4 | 5 | 4 | 13 |
Total | 56 | 55 | 65 | 176 |
Two main systems were used to transmit records of the target species: (i) the project website (http://www.lifemipp.eu) and (ii) the app “MIPP” for smartphones and tablets. The system only focused on presence data. The website was developed using the J2EE, Servlet and JSP languages. The mark-up languages were based on HTML5 with JavaScript, LESS and SASS. Apache Tomcat was used as the web server. The first version of the website was online in September 2013 and overall 97 versions of the website were released. The development of the smartphone application started in September 2013. In March 2014, the application for Android was released, whereas the first version for iOS and Windows Phone were released in May 2015. A total of 13 versions for Android, five versions for iOS and five versions for Windows Phone were released. Both the website and the app contained the guide for volunteers and was named “How to report” with step by step instructions. Identification sheets were available for all species and included information on taxonomy, distribution, biology, ecology and conservation status.
To report a sighting, the citizen scientist had to complete an online form (via website or via app) which included mandatory and optional fields. The mandatory fields were: nickname, e-mail address, geographic coordinates (inserted manually or automatically), date and hour of sighting, photograph of the target species and the name of the species observed (although a field named “Unidentified” for uncertain data was also available). The optional fields were: location information, insect position, habitat and additional notes.
According to the recommendations provided by
Once a submission was correctly completed, the system sent a notification to the e-mail address of the citizen scientist who recorded the species and to the specific expert. Based on the data provided, the expert assigned one of five different statuses to the record: (i) confirmed (the species has been correctly identified by the citizen and all the other information provided were plausible), (ii) rejected (the photo showed none of the target species or the other information was implausible), (iii) not publishable (the specimens was part of an entomological collection, the same specimens had been already reported, wrong geographical coordinates, the picture was not clear), (iv) interesting but not target (the picture refers to a species of conservation interest but none of the target species, e.g. Lucanus tetraodon) and (v) pending (evaluation in progress). All confirmed reports were displayed on the map of the project website. However, the exact location was not disclosed and the site of the sighting was indicated within a range of 10 km from the original geographic position provided. The exact position was hidden from the public because the records were considered “sensitive data”, due to the species being protected. Volunteers could access the website using their credentials and consult details and exact positions of all the records provided. The reports were stored in the project database. This database is managed through a MySQL relational DBMS (DataBase Management System) and data are exportable as CSV format. At the end of the project, the data will be available and shared with the National Biodiversity Network (http://http://www.naturaitalia.it/banchedati.do) of the Ministry of the Environment.
Faunistic records were downloaded from the MIPP database on 14.12.2016 and only those records which had been validated by experts were used. The data set contained, amongst other information, the date of the observation and the coordinates. In order to obtain the elevation for each record, two approaches were followed. Firstly, the Google Maps API was used to return elevations for all points, employing the GPS Visualizer (http://http://www.gpsvisualizer.com/geocoder/elevation.html). Secondly, an analysis was performed using the geomorphology tools (DEM) implemented in QGIS (version 2.14.3-Essen). The average of both values was rounded to the nearest metre and these values were used for further analysis. To investigate the altitudinal distribution of the species recorded, the number of records was plotted for six altitudinal ranges (0–400; 401–800; 801–1,200; 1,201–1,600; 1,601–2000 and 2,001–2,400), as this resolution allowed the altitudinal distribution for all target species to be plotted and a statistical analysis comparing different altitudinal ranges for four species to be undertaken. Subsequently, the altitudinal ranges were superimposed on the proportion of the land-surface area of Italy present in the ranges. These were obtained using the processing tools (reclassify) implemented in QGIS (version 2.14.3-Essen).
To investigate the phenology of the target species, two types of analysis were carried out. Firstly, the records for each species were assigned to three 10-day periods in each month and expressed as percentages. The resulting histograms were plotted. In a second step, the change in the phenology with increasing altitude was analysed. To do this, all records of the various species were pooled for the six altitudinal ranges (0–400; 401–800; 801–1,200; 1,201–1,600; 1,601–2000 and 2,001–2,400) and dates were transformed into day of the year (e.g. 1st of January=1). Subsequently for each altitudinal range, a boxplot was created for the pooled days of the year and the median was calculated, defining the day which represented the peak of activity for each altitudinal range. To compare the length of the activity period of the various species at different altitudes, the days were calculated between first and third quartile which define the time when the central 50% of observations were carried out. Phenological data for the different ranges were analysed with the Kruskal-Wallis rank sum test, as implemented in R version 3.1.3 (R Development Core Team 2010). Phenological changes with increasing altitude were only calculated for those species for which the MIPP database held validated data from more than two altitudinal ranges with more than 25 records and only for those ranges with more than 25 records. Thus, these analyses were carried out for L. cervus, M. asper, R. alpina and P. apollo.
A total number of 2,308 reports were transmitted to the project database. Most of these reports (n=1,653, 71.6%) were submitted via the website, whereas only 28.4% of the reports (n=655) were submitted via the app (Table
Percentage ratio of reports submitted via web and via app for year (considering the sightings from 2014 to 2016).
Distribution map of confirmed records of the target species collected by citizen scientists during the LIFE MIPP Project.
Percentage ratio between the five status categories of the reports (considering sighting date between 2014 and 2016) submitted via web and via app.
Number of records submitted via web, via app and both, for each year and for date of transmission.
Date of transmission | Recorded before 2014 | Recorded 2014–2016 | All records | ||||||
Web-site | App | Total | Web-site | App | Total | Web-site | App | Total | |
2014 | 117 | 1 | 118 | 350 | 84 | 434 | 467 | 85 | 552 |
2015 | 58 | 6 | 64 | 513 | 210 | 723 | 571 | 216 | 787 |
2016 | 23 | 1 | 24 | 592 | 353 | 945 | 615 | 354 | 969 |
All reporting date | 198 | 8 | 206 | 1455 | 647 | 2102 | 1653 | 655 | 2308 |
Number of records submitted via web, via app and both, for the 5 status categories and for date of sightings.
Status category of records | Recorded before 2014 | Recorded 2014–2016 | All records | ||||||
Web-site | App | Total | Web-site | App | Total | Web-site | App | Total | |
Confirmed | 164 | 4 | 168 | 1169 | 354 | 1523 | 1333 | 358 | 1691 |
Not publishable | 6 | 0 | 6 | 7 | 5 | 12 | 13 | 5 | 18 |
Not Target | 9 | 0 | 9 | 46 | 61 | 107 | 55 | 61 | 116 |
Rejected | 19 | 4 | 23 | 200 | 207 | 407 | 219 | 211 | 430 |
Pending | 0 | 0 | 0 | 33 | 20 | 53 | 33 | 20 | 53 |
Tot. | 198 | 8 | 206 | 1455 | 647 | 2102 | 1653 | 655 | 2308 |
The species most commonly recorded was L. cervus, followed by M. asper and R. alpina. The number of discarded and confirmed records was calculated for all nine-target species (Figure
Number of discarded and confirmed records for the nine-target species reported by citizens.
A total of 695 citizens submitted at least one record during the three years analysed and the number of participants increased each year (2014: n=182; 2015: n=295; 2016: n=335). Most of the citizens (n=603) transmitted data in only one year, whereas a few provided records during more than one year (n=92). Most of the citizens (n=600) transmitted one to three records, a smaller part of citizens (n=68) submitted 4–10 records each, another group of citizens (n=34) submitted 11–62 records and 1 citizen transmitted 132 records. Figure
The average difference between the two methods for obtaining altitudes for all points was 8.1 m ±8.8 m standard deviation (SD). The altitudinal distribution of the various species, as revealed by CS data, is presented in Figure
The present study represents the first application in Italy of the CS approach to the study of insect species listed in the Habitats Directive; it is also the first time that the CS approach has been applied to rare and/or elusive insect species (i.e. R. alpina, O. eremita, S. pedo, L. achine).
The CS programme presented in this paper can be considered successful in terms of citizen response, records transmitted, scientific outputs and social outcomes. The number of records provided is high considering the ecology and biology of the target species which are rare, have a localised distribution and have a restricted activity period. The response by citizens followed a positive trend, both considering the number of records provided and the number of citizens involved, thus demonstrating that the interest in the project was maintained over more than one year. The continuous contacts with volunteers (guaranteed by e-mails), the high number of public events and the different dissemination tools, certainly contributed to this result, because “identity and motivation are crucial to maintaining committed volunteers” (
The preferred method for transmitting records was the website, even if the percentage of data sent via the app was increasing. One possible reason for this prevalence for using the website could be that photographs of reasonable quality of the target species were easier to take with cameras and a macro lens. The inbuilt cameras of smartphones were less suitable for this purpose. However, the increasing use of the app MIPP over the years might be due to several factors, amongst them being: advances in the usability of the app, better internet connections, better promotion for the app, or more simply, citizens who send records are middle-aged people (average age 44) and increasingly use smartphones and apps.
The high rate of correct validations (73%) confirmed that the majority of the data collected by volunteers were correct. Similarly,
L. cervus was the most frequently recorded species, probably due to the fact that it is a relatively large and common species in northern and central Italy. The high number of records for R. alpina was surprising as this species has a fragmented distribution in Italy and is restricted to a very specific habitat (open beech forests). However this species is stunning and recognizable due to its typical colour pattern: the body is velvet blue-gray with black spots. It might also be that this species is becoming more common, as has been observed in Switzerland (
The analysis of the participation of citizens in terms of the number of records provided, showed that a small share of participants contributed with many data and many contributed with few data. In other words, a large group of citizens occasionally contributed to the project (providing one to three records) and a small group of citizens contributed constantly (providing dozens of records). This pattern was also reported by
The records collected with the CS approach, allowed detailed analysis of altitudinal distribution and phenology of the target species, particularly for those with the highest numbers of records. Additionally,
The comparison between traditional biological recording schemes and CS approaches to gather data on species distributions was examined by van der Wall et al. (2015). The two recording approaches revealed similar abundances of bumblebee species but different geographical distributions. CS records displayed more extensive geographic coverage, reflecting human population density, thus offering better opportunities to account for recording effort (van der Wall et al. 2015).
Phenology of L. cervus in different altitudinal ranges, based on citizen science data. The box-plots represent the distribution of dates, expressed as “days of the year”. The medians for the altitudinal ranges are: 190 (09 July) (0–400 m a.s.l.); 201 (20 July) (401–800 m a.s.l.); 205 (24 July) (801–1,200 m a.s.l.).
The analysis performed on records collected by citizens showed that the patterns of altitudinal distributions for all species differed from that of the Italian land-surface. This means that the species were not observed randomly, but records followed species-specific altitudinal distributions. These patterns might be influenced by different frequencies of visits of citizens to the various altitudes, but these data do not permit this investigation. The abundant data for L. cervus, M. asper, R. alpina and P. apollo also permitted the species phenology to be investigated for specific altitudinal ranges and led to the statement that their peak of activity was delayed by 10 days on average for populations recorded with an increase in altitude of 400 m. To the best of the authors’ knowledge, such detailed phenological information has not been available prior to this study. In the following paragraphs, the results obtained from the CS data are compared with the information available in literature for all species investigated.
Phenology of M. asper at different altitudinal ranges, based on citizen science data. The box-plots represent the distribution of dates, expressed as “days of the year”. The medians for the altitudinal ranges are: 143 (23 May) (0–400 m a.s.l.); 156 (05 June) (401–800 m a.s.l.); 173 (22 June) (801–1,200 m a.s.l.); 178 (27 June) (1,201–1,600 m a.s.l.).
The citizen scientists reported O. eremita at altitudes between 3 m and 1,836 m a.s.l. This upper limit is higher than that reported for Italy by scientific literature (
Phenology of R. alpina in different altitudinal ranges, based on citizen science data. The box-plots represent the distribution of dates, expressed as “days of the year”. The medians for the altitudinal ranges are: 205 (24 July) (401–800 m a.s.l.); 214 (02 August) (801–1,200 m a.s.l.); 215 (03 August) (1,201–1,600 m a.s.l.).
The lowest and highest altitude in meters where the target species were recorded according to the citizen science data.
Species | Lowest altitude (m) | Highest altitude (m) |
O. eremita | 3 | 1,836 |
L. cervus | 6 | 1,065 |
C. cerdo | 2 | 1,147 |
M. asper | 2 | 1,870 |
R. alpina | 3 | 1,997 |
L. achine | 179 | 1,526 |
P. apollo | 722 | 2,252 |
Z. cassandra/polyxena | 1 | 1,482 |
S. pedo | 90 | 860 |
The altitudinal data derived by the records for L. cervus, ranged from 6 m to 1,065 m a.s.l., with more than 65% of the observations from sites below 400 m a.s.l. This altitudinal range is very similar to that given by
Phenology of P. apollo in different altitudinal ranges, based on citizen science data. The box-plots represent the distribution of dates, expressed as “days of the year”. The medians for the altitudinal ranges are: 183 (02 July) (800–1,200 m a.s.l.); 206 (25 July) (1,201–1,600 m a.s.l.); 212 (31 July) (1,601–2,000 m a.s.l.)
Although C. cerdo was recorded between 2 m and 1,147 m a.s.l. by the CS approach, approximately 80% of all observations were made between 0 and 400 m a.s.l. This altitudinal range is similar to that reported for France, where the species was found below the altitude of 900 m a.s.l. (
Based on data recorded by citizens, the longhorn species M. asper was recorded between 2 m and 1,870 m a.s.l. This altitudinal range is in agreement with data reported by
The observations of R. alpina were reported by volunteers from 3 m to 1,997 m a.s.l. These elevations are very similar to those stated by
The butterfly L. achine was observed between 02 June and 01 August, with most observations from mid-June to early July. This phenology is similar to that reported for the region Veneto (Italy), where the species was most frequently observed between mid-May and early July (
Volunteers reported sightings of P. apollo from 722 m to 2,252 m a.s.l. and this altitudinal range is similar to that reported for Italy (600–2,300 m a.s.l.) (
The two butterflies Z. cassandra and Z. polyxena were observed by volunteers between 1 m and 1,482 m a.s.l., with 68% of observations below 400 m a.s.l. These data are in line with observations from the Veneto region, where the species has been recorded from the plains to 1,200 m a.s.l. (
S. pedo was observed by volunteers between 90 m and 860 m a.s.l., but the small number of records (n = 7) did not permit any meaningful analysis.
In all investigated cases, the peak of activity was observed later with increasing altitude and it was delayed by 10 days on average when moving upwards by 400 m. Additionally, for the two cases where the CS MIPP project provided a large dataset (L. cervus, M. asper), with 604 and 476 records respectively, the length of the activity period decreased with increasing altitude. These indications are important for the monitoring protocols, as they give some indications for the timing and duration of the monitoring periods at different altitudes (
Generally, the data collected non-systematically by volunteers allowed altitudinal distribution and phenology to be analysed, at least for those species for which a minimum number of records had been collected. Similarly,
Altogether, our results confirm that the CS approach, if based on an adequate effort of dissemination, is a reliable tool for gathering or implementing information on distribution and phenology of rare and protected species for which an extensive knowledge referred to a wide territory (e.g. national scale) can be lacking or incomplete. The main advantage of our CS approach is that data-collection does not start from preconceived assumptions and thus provides data from sites and/or dates from which entomologists would not have expected the occurrence of the species.
The present work was developed within the EU project LIFE11 NAT/IT/000252, with the contribution of the LIFE financial instrument of the European Union. Authors thank all the MIPP staff and the Institutions involved: Comando Unità Tutela Forestale Ambientale e Agroalimentare Carabinieri (CUTFAA); Consiglio per la Ricerca in Agricoltura e l’Analisi dell’Economia Agraria – Centro di ricerca Difesa e Certificazione; Sapienza Università i di Roma – Dipartimento di Biologia e Biotecnologie; Università Roma Tre – Dipartimento di Scienze; Ministero dell’Ambiente e della Tutela del Territorio e del Mare; Regione Lombardia. Moreover, the authors are grateful to the staff of the local offices of the CUTFAA that administrate the State Reserves. We are also grateful to Martina Saporiti, who was responsible for the media relations of the Project and to Roberto Budinho, who helped in the geographical analysis.
We would like to thank Stefano Martellos and an anonymous referee, for helpful comments on an earlier version of the manuscript.
The present work was not possible without the citizens who have sent their data; they are registered with the following names or nicknames: _milo_, A. Frattura, achille peri, ade, Adele Bordoni, Adriano De Faveri, Agotrip, Alberto Gaburro, Ale Forti, ale.riccieri, Aleksi, Alessandra, Alessandra Ferrari, Alessandro, Alessandro Alterini, Alessandro Benzoni, Alessandro Bloise, Alessandro Fiorillo, Alessandro Foscari, Alessandro Noacco, Alessandro Rapella, Alessia, Alessia De Lorenzis, Alessia Valmorbida, Alessio Giovannini, alex, Alexandra Mareschi, alice, Alvaro, Amalia Tantalo, AmbraS, Andalamala, Andrea, Andrea Baldi, Andrea Caboni, Andrea Pulvirenti, Andrea Scala, Andrea Verdelli, Andrea21190, andreaungaro, AngelaTomei, Angelica lippolis, Angelina Iannarelli, Anna, Anna Bia, Anna Biasotto, Anna Fracassi, Anna Maria Raineri, annamoratti, annamantomery, Annavittoria Bruschi, Annina, Annino Petrella, Antonella, Antonino, Antonino Calderone, Antonio, Antonio Borgo, antonio damato, Antonio Milione, Antonio Monaco, Antonio Sicuro, aquila41, Ausf Napoli, Barbara, barbera antonio, bcgsfn, Benedetta e Alessandro, Bernardo Reolon, betelges, Betta petro, Bolla, Bruno Massa, Bruno Petriccione, Cadoni Luciano, Calogero Lombardo, camaldolese, candida, Capaldi Giovanni Francesco, Carla Corazza, Carla La Barbera, carlo, Carloccia, Carlotta Leone, Carmelo , casadelmonte, cbellari, ccdc, cecca312, celeste, Cesare Sent, CfS Posto fisso UTB Pieve S. Stefano, CFS San Godenzo, Charles, checco, chiandet, Chiara, Chiara Giraudo, Chiara L., chiara moretti, Chiara zorzetto, chiarag86, ChondroCasteddu, chopper, Christian Gervasoni, CiakNatura, ciliegia, cirucci, classe II B Scuola Primaria Turoldo Tolmezzo, Claudia, Claudio berselli, Claudio Cagnan, claudio necci, Claudio Nieddu, Cocci Marco, coleottero, Cooperativa In Quiete - Foreste Casentinesi, Corrado Zanini, Cosimo, cosminlatan, Costantino, cristian.1977, Cristiana Cocciufa, Cristiana Merli, Cristina, Cristina LamanaSanz, Cristina Martellotti, Cutone Luciano, Cuzziol Simone, daghalfio, dagonet, Damianvalerio Barca, daniel parkour, Daniela, Daniela Frattura, Daniele Birtele, Daniele Di Santo, Daniele Nasci, Daniele Salvi, DaniGP, Dario Cancian, dav, David Guixé, davide, Davide Mosetti, Davide Scaccini, davideboz, Debora Pelosi, Denise, Destroyer99, detta, DiannePoulin, Diego Giacomuzzi, Diego Lunardi, Dilkia, Dino Caliaro, domenico, Domenico vinci, Domenico Vitale, dusky&checco, E.Cavallini, edo, Eduardo Quarta, Edy, efisiocabula, El Griso, Elena, Elena Lupoli, Elena vigano, eli mordasini, Eliaferro, elipela, Elisa, Elisa Mangolini, elisa leger, Elisa Torretta, Elisabetta, Elvire, Emanuela, emanuela c., emanuelavanda, Emanuele, emanuelelucioli, Emilia, Emilio, Emilio Acone, Emma Minari, Enrico, Enrico Busato, Enrico Dolgan, enrico.fr, Eraldo Bocca, Ermes Fuzzi, EugenioFerrari, F.D.S., fabiana, Fabio, Fabio Cianferoni, Fabio Garzuglia, Fabio Marconcini, Fabio Mastropasqua, fabio romiti, FabioMinati, fabrichris, Fabrizio, Fabrizio Bulgarini, Fausto Leandri, Fede, Federica, Federica Candelato, Federica Valli, Federico, Federico Romiti, federico80, federicocastellano, Felice Puopolo, ferrogt, Ferron Giancarlo, Filippo La Civita, Fioretto Mauro, Flavio, Flavio Marzialetti, -FRA’-, FraMars, France, Francesca, Francesca Galli, francescagraziani, Francesca Mattei, Francesca Tantalo, francesca26, francesco, Francesco Boldrin, francesco cancellieri, Francesco Chiappetta, Francesco e Edoardo Pozzi, Francesco Ferreri, francescoiacoella, francescomaria sabatini, Francesco Paoli, Francesco Pilat, francesco rossi, Francesco Tortorici, franco, franco amata, FraPinUTBCZ, frignano, Fulvio Fraticelli, Fulvio Tolazzi, Gabriele, Gabriele Bano, Gabriele Cristiani, gabrieleoddi, Gabriele Semboloni, gabrielesenczuk, Gabriella Marconi, Gabrio Alberini, gaetano lombardo, gaia.marani, genzano2014, germano, Germano Commessatti, Germano Ferrando, Gessica, Giacomo Bruni, Giacomo Galli, Giampiero Tirone, Giampio D’Amico, Gian Luca Tonelli, Gianantonio Governatori, Giancarlodidio, gianlucabonavigo, Gianluca Doremi, Gianluca Governatori, Gianluca Marchi, gianluca scaglioni, Gianni Ciabattini, Gianni De Marco, Gianni De Marco 2, Gil, Gilli, ginger, Gino, giomatLTER, giorgia , Giorgiangela, Giorgio, Giorgio de Simon, Giorgio Mariottini, Giorgio Venturini, giosue08, Giovanna Misiano, Giovanna Saija, Giovanni , Giovanni Bettacchioli, Giovanni Degrati, Giovanni Magno, GiovanniCorbino, Giulia Albani Rocchetti, Giulia Assogna, Giulia Leonarduzzi, Giulia Ricciardi, giuliaflowers, GiuliaLuzi, giuliana, Giulio, Giulio Picchi, Giuseppe Cillis, Giuseppe Cosenza, Giuseppe Martino, Giuseppe Parenti, Giuseppe Saba, GiuseppeVolta, grazia salvadori, Graziana Talamonti, Gregory, guernica, Guglielmotti M. Teresa - CFR FVG, guido granello, hulotte, Il tornia, ilaria, Ilaria Alice Muzzolon, Ilaria Filippone, Ilaria Franco, Ilaria Zappitelli, Inge, insettoprogetto, Irene lisi, Ivan Mattana, Ivan Mazzon, Ivano, Ivo Pecile, Jacopo Cristoni, Jacopo Cucciolillo, Juliane, KajetanKravos, katebog, Katonáné Kovács Erika, Katty Giacomini, kekko, kinny, L.M., Laga, lara, laura, Laura Riva, laura roca, Laura Spada, Laurent Sonet, lbertoldi, lelly_chelli?, leo, leo.pacenti, leon, Leonardo Gelli, Leonardo Paolo Lastilla, leonardoancillotto, Leonetti Daniele, leosong, Letizia Di Biase, Letterio Ferrara, liana, Lidia follesa, Lijsje, linda, lisa causin, livia ferrante, Livia M, livza, Loredana Olivieri, Lorenzi Alberto e Ferron Giancarlo, Lorenzo, Lorenzo Panella, Lorenzo Petrizzelli, Lorenzo Rapa, Lorenzo72, Loreto Giordani, Loris Matani, luca, Luca Bartolozzi, luca coppari, Luca Giraudo, Luca Paglia, LucaFabrizio, lucagio, LucaGallitelli, lucagio, Lucia Eusepi, Luciano, Luciano Caporale, Luciano cutone, luciob, luigi, Luigi Vatta, Luisa Tomarelli, lukeddu, lupi, lupo85, Mae, Makka, Manuela, Marcello Casetta, Marcello Miozzo, Marco, Marco Antonelli, Marco Azzusi, Marco Bascietto, Marco Chiarini, Marco Corradi, Marco Del Principe, Marco Di Lenardo, Marco Doneda , Marco Falconi, Marco Giovanardi, Marco Lucchesi, Marco Maggesi, marco mattei, marco mencuccci, marco muraro, Marco Uliana, Marco Vaccari, Marco Villani, marco632, marco64, marco70, marcobaldini66, MarcoBaldo, Marcodaga, Marcogallo, MarcoMolfini, marcone, Mare, Margherita Norbiato, Maria, maria ida spinaci, Maria Teresa Cernoia, Maria Trombetta, Maria-Caterina Sighel, Mariangela, marianna, Mariano Ciaravolo, maricozza, Marilena Izzo, Marino Bellini, mario, Mario D’Agostino, Mario Posillico, Mario Romano, marta villa, martina, Martino Vallazza, Massaro Franco, Massimiliano, Massimiliano Centorame, Massimiliano Luppi, Massimiliano Pitea, Massimiliano Proietti, MassimilianoA, Massimo, Massimo Pettavino, Massimo Tessiore, massishots, Matteo, Matteo Magnani, Matteo Silvestri, mattia sterza, Maurizio Brunelli, Maurizio Di Marco, Maurizio Mercati, Maurizio Sighele, Maurizio Teruzzi, Maurizio Toniolo, mauro, Mauro Barbazza, Mauro Caldana, Mauro Fabbro , mauro menghini, Mauro Varaschin, maz, mela, mellows, mercury27, micans, michele, Michele Cassol, Michele Dall’O’, Michele forestaumbra, Michele Iannizzotto, Michele Selis, Mick Allen, micmas, micpera, Midori7, mippnik85, Mirco Pervilli, miri, modigliani, Moreno Nalin, Mureddu Costantino, Natalia, Nicholas, nicnan, Nico, Nicola Bartolone, Nicola Destefano, Nicola Di Ponzio, Nicola Mazzolini, Nicola Regine, NicolÂ? Borgianni, Nicolix84, nube che corre, nunzioalessandrolippa, Omar, Ornella Sclauzero, Oryctes, Paola, paolacandotti, paola di falco, Paola Paolicchi, paolafazzi, paolarosini, Paolo Casula, paolo marenzi, Paolo Tizzoni, PaoloV, paperinik, Pasquale Buonpane, Patrizia DelCol, Paul A. Smith, Perla Cateni, persial, Peter, Petito Matteo, Petrucci stefano, phileas, piacerematteo, Piergiorgio Branca, Pierpaolo Sassano, Pietro Vio, pino, Pino Marrocco, Pisegna Giovanna, ponza, prova, psycolush, puffetta, quesito, RacheleN, remo, retlav, Reziero, ricca miche, riccardo, Riccardo Bartoli, Riccardo Bonazzo, Riccardo Galbiati, Riccardo Mancinone, Riccardo Missagia, Riccardo Santoro, RiccardoPoli, Richardsson, Riserva Naturale Cratere degli Astroni - Andrea Vitolo, Rita, Roberta, Roberta Formentini, Roberta Morselli, Roberta rigo cfr, robertino81, Roberto, Roberto Rinaldi Cooperativa SO.R.T. Opi (AQ), roberto.ciaffaroni, Robi, Roby, rocco viggiani, romarossano , Romanin Celeste, rosaria, Rosella.Salari, Rossi Enrico Annibale, rossi giovanni, rosyfezzardi, Sabba, Sabine Ment, Salvatore, Salvatore Caiazzo, Salvatore campanaro, Salvatore Ferraro, salvatore Murgia, Salvatore Travagliante, sam200176, Samantha De Bernardin, Samuele, sandro 57, sara, Sara Barbarossa, Sara Castiglia, Sara Ceccoli, Sara Petracchini , sarettacon, SarettaConnor, Sari, saverio, Saverio Rocchi, scarso.federico, Sebastian k., Sebastian kr., sere876, Serena Corezzola, Sergio Muratore, Sergio Pagani, Silvia Biondini, Silvia Biscaccianti, silvia furlan, silvia romano, silvio valenti, Simona Spaziani, Simonazzi Fabio, Simone Duranti, Simone Giovacchini, Simone Marcato, Simone Sabatelli, Simonr, simottico, Spider691, sslinky, Stazione Forestald di Seneghe, Stazione Forestale Oschiri (Sardegna), Stefania, Stefania Agresti, StefanieHermsen, Stefano Belacchi, Stefano Bigiarini, Stefano Ghiano, Stefano mancinelli, Stefano Piazzini, Stefano Tito, Stefano Tribuzi, Stella, Strato2006, Strider, SuperSimo, tama, tamara, Tamburini Pietro, TeoStone, Thomas, tipula, TizNordEst, TjitskeLubach, Tommaso Baldrati, Tonci.m, tonino, Tony la spina, tore62, Totonno, tribal71, ttttt, Tuomaz Mauro, UTB Foresta Umbra, Valar, Valentina, Valentina Carracoi, Valentina Amorosi, Valentina Colaoni, Valentino Galasso, Valentino Mastrella, valeria, Valy, vega, veronica, vicente avola, vilmavla, Virgilio Caleca, Vito78, Vittorio Sandoni, viviana , viza, Vlad, Vulcano13, Walter Romanelli, willy, wolf1983, xxxx, yuri2001, zamarianrosanna, Ziguli.
With the contribution of the LIFE financial instrument of the European Union.