cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15134474
title: TABLE 1 in Taxonomy of Placospongia Gray, 1867 from Northern and Northeastern Brazil, with description of two new species (Porifera: Demospongiae: Clionaida)

description: TABLE 1. Spicule measurements of all specimens of P. colombiensis studied here and of previous records (min–meanmax, length / width or diameter in micrometres).
Specimens examined / ReferenceLocalityTylostyleSelenasterSpherasterSpirasterAcanthomicrorhabdUFPEPOR 2643NE Brazil (Fernando de Noronha Archipelago)I: 620–766–930 / 7–9–11 Tyle I: 10–12–15 II: 160–269–450 / 5–6–7 (n=10) Tyle II: 6–7–9 (n=10)37–54–63 / 30–37–4311–15–18I: 12–17–28 (n=12) II: 5–7–10 (n=9)5–7–10 (n=9)UFPEPOR 2684NE Brazil (Fernando de Noronha Archipelago)I: 580–702–840 / 6–10–13 Tyle I: 10–13–18 II: 190–243–340 / 4–6–9 (n=10) Tyle II: 5–8–11 (n=10)50–56–62 / 27–38–5010–12–15 (n=9)I: 12–17–30 II: 5–6–85–6–8UFPEPOR 2685NE Brazil (Fernando de Noronha Archipelago)I: 640–738–920 / 5–8–10 Tyle I: 7–11–13 II: 390 / 6 (n=1) Tyle II: 9 (n=1)40–49–58 / 22–32–4010–13–18 (n=9)I: 12–18–23 II: 5–7–105–7–10MNRJ 24048NE Brazil (Bahia State)I: 350–502–660 / 4–7–10 Tyle I: 7–10–15 II: 170–224–310 / 2–4–6 Tyle II: 4–6–1045–55–63 / 25–33–4512–15–20I: 15–18–25 II: 4–8–104–8–10MNRJ 22243 (= P. ruetzleri sensu Bettcher et al. 2023, remeasured)NE Brazil (Bahia State)I: 540–664–770 / 7–9–11 Tyle I: 10–12–14 II: 120–248–340 / 3–5–6 Tyle II: 5–7–1052–59–68 / 32–37–4212–14–18I: 12–15–18 II: 5–7–85–7–8sensu David-Colón et al. 2023Colombia and BahamasI: 407–690–943 / 7–15–24 II: 165–258–460 / 10–14–1942–61–84 / 25–40–4911–16–22I: 11–22–39 II: 3–7–11–
description: Published as part of Sandes, Joana, Moraes, Fernando & Muricy, Guilherme, 2024, Taxonomy of Placospongia Gray, 1867 from Northern and Northeastern Brazil, with description of two new species (Porifera: Demospongiae: Clionaida), pp. 498 in Zootaxa 5405 (4) on page 498, DOI: 10.11646/zootaxa.5405.4.2, http://zenodo.org/record/10603692
DOI: 10.5281/zenodo.15134475
title: TABLE 1 in Taxonomy of Placospongia Gray, 1867 from Northern and Northeastern Brazil, with description of two new species (Porifera: Demospongiae: Clionaida)

description: TABLE 1. Spicule measurements of all specimens of P. colombiensis studied here and of previous records (min–meanmax, length / width or diameter in micrometres).
Specimens examined / ReferenceLocalityTylostyleSelenasterSpherasterSpirasterAcanthomicrorhabdUFPEPOR 2643NE Brazil (Fernando de Noronha Archipelago)I: 620–766–930 / 7–9–11 Tyle I: 10–12–15 II: 160–269–450 / 5–6–7 (n=10) Tyle II: 6–7–9 (n=10)37–54–63 / 30–37–4311–15–18I: 12–17–28 (n=12) II: 5–7–10 (n=9)5–7–10 (n=9)UFPEPOR 2684NE Brazil (Fernando de Noronha Archipelago)I: 580–702–840 / 6–10–13 Tyle I: 10–13–18 II: 190–243–340 / 4–6–9 (n=10) Tyle II: 5–8–11 (n=10)50–56–62 / 27–38–5010–12–15 (n=9)I: 12–17–30 II: 5–6–85–6–8UFPEPOR 2685NE Brazil (Fernando de Noronha Archipelago)I: 640–738–920 / 5–8–10 Tyle I: 7–11–13 II: 390 / 6 (n=1) Tyle II: 9 (n=1)40–49–58 / 22–32–4010–13–18 (n=9)I: 12–18–23 II: 5–7–105–7–10MNRJ 24048NE Brazil (Bahia State)I: 350–502–660 / 4–7–10 Tyle I: 7–10–15 II: 170–224–310 / 2–4–6 Tyle II: 4–6–1045–55–63 / 25–33–4512–15–20I: 15–18–25 II: 4–8–104–8–10MNRJ 22243 (= P. ruetzleri sensu Bettcher et al. 2023, remeasured)NE Brazil (Bahia State)I: 540–664–770 / 7–9–11 Tyle I: 10–12–14 II: 120–248–340 / 3–5–6 Tyle II: 5–7–1052–59–68 / 32–37–4212–14–18I: 12–15–18 II: 5–7–85–7–8sensu David-Colón et al. 2023Colombia and BahamasI: 407–690–943 / 7–15–24 II: 165–258–460 / 10–14–1942–61–84 / 25–40–4911–16–22I: 11–22–39 II: 3–7–11–
description: Published as part of Sandes, Joana, Moraes, Fernando & Muricy, Guilherme, 2024, Taxonomy of Placospongia Gray, 1867 from Northern and Northeastern Brazil, with description of two new species (Porifera: Demospongiae: Clionaida), pp. 498 in Zootaxa 5405 (4) on page 498, DOI: 10.11646/zootaxa.5405.4.2, http://zenodo.org/record/10603692
DOI: 10.25582/data.2024-04.3081682/2546714
title: Data for EMSL Project 47818 from April 2024
DOI: 10.5281/zenodo.15134478
title: TABLE 3 in Taxonomy of Placospongia Gray, 1867 from Northern and Northeastern Brazil, with description of two new species (Porifera: Demospongiae: Clionaida)

description: TABLE 3. Spicule measurements and distribution of all valid Placospongia species (min-mean-max, length / width or diameter in micrometers). Names of provinces follow Spalding et al. (2007). TSWA, Tropical Southwestern Atlantic; NBS, North Brazil Shelf; CTNWP, Cold Temperate Northwest Pacific; TNWA, Tropical Northwestern Atlantic; WCT, Western Coral Triangle; WIO, Western Indian Ocean; CIOI, Central Indian Ocean Islands; L, Lusitanian; MS, Mediterranean Sea; WTNWA, Warm Temperate Northwestern Atlantic.
Species of PlacospongiaType LocalityDistributionTylostyleSelenasterSpherasterSpirasterAmphiasterAcanthomicrorhabdMicro-spheroxyasterOxyasterP. amphinolastra sp. nov.Fernando de Noronha Archipelago, NE BrazilTSWAI: 360–454–540 / 5–7–10 Tyle I: 7–9–13 II: 150–238–330 / 3–5–8 (n=11) Tyle II: 6–6–8 (n=11)40–45–53 / 15–21–3011–12–13 (n=2)5–9–14 / 1–1–2----P. beatrizae sp. nov.Fernando de Noronha Archipelago, NE BrazilNBS; TSWAI: 570–726–940 / 6–9–13 Tyle I: 7–12–15 II: 230–329–470 / 2–5–8 Tyle II: 3–7–1037–48–60 / 25–38–45----1–2–4-P. anthosigma (Tanita & Hoshino, 1989) sensu Becking 2013JapanCTNWPI: 520–797–930 / 15–18–20 Tyle I: 18–20–23 II: 250–320–410 / 10–12–18 Tyle II: 13–14–1885–90–98 / 70–73–8015–19–258–11–18----P. caribica Rützler et al., 2014BelizeTNWAI: 480–614–870 / 10–14–15 II: 182–275–440 / 8–9–1153–59–70 / 30–43–5810–18–2813–26–35 / 6–11–13-5–9–15 / 1–6–9-10–13–18P. carinata (Bowerbank, 1858) sensu Becking 2013“South Sea”WCT; WIO; CIOII: 500–710–820 / 10–13–15 Tyle I: 10–15–18 II: 140–317–450 / 5–8–25 Tyle II: 8–9–1380–90–98--23–24–43 / 8–158–12–18 / 1–3--
...Continued on the next page
description: Published as part of Sandes, Joana, Moraes, Fernando & Muricy, Guilherme, 2024, Taxonomy of Placospongia Gray, 1867 from Northern and Northeastern Brazil, with description of two new species (Porifera: Demospongiae: Clionaida), pp. 502 in Zootaxa 5405 (4) on page 502, DOI: 10.11646/zootaxa.5405.4.2, http://zenodo.org/record/10603692
DOI: 10.5281/zenodo.15134479
title: TABLE 3 in Taxonomy of Placospongia Gray, 1867 from Northern and Northeastern Brazil, with description of two new species (Porifera: Demospongiae: Clionaida)

description: TABLE 3. Spicule measurements and distribution of all valid Placospongia species (min-mean-max, length / width or diameter in micrometers). Names of provinces follow Spalding et al. (2007). TSWA, Tropical Southwestern Atlantic; NBS, North Brazil Shelf; CTNWP, Cold Temperate Northwest Pacific; TNWA, Tropical Northwestern Atlantic; WCT, Western Coral Triangle; WIO, Western Indian Ocean; CIOI, Central Indian Ocean Islands; L, Lusitanian; MS, Mediterranean Sea; WTNWA, Warm Temperate Northwestern Atlantic.
Species of PlacospongiaType LocalityDistributionTylostyleSelenasterSpherasterSpirasterAmphiasterAcanthomicrorhabdMicro-spheroxyasterOxyasterP. amphinolastra sp. nov.Fernando de Noronha Archipelago, NE BrazilTSWAI: 360–454–540 / 5–7–10 Tyle I: 7–9–13 II: 150–238–330 / 3–5–8 (n=11) Tyle II: 6–6–8 (n=11)40–45–53 / 15–21–3011–12–13 (n=2)5–9–14 / 1–1–2----P. beatrizae sp. nov.Fernando de Noronha Archipelago, NE BrazilNBS; TSWAI: 570–726–940 / 6–9–13 Tyle I: 7–12–15 II: 230–329–470 / 2–5–8 Tyle II: 3–7–1037–48–60 / 25–38–45----1–2–4-P. anthosigma (Tanita & Hoshino, 1989) sensu Becking 2013JapanCTNWPI: 520–797–930 / 15–18–20 Tyle I: 18–20–23 II: 250–320–410 / 10–12–18 Tyle II: 13–14–1885–90–98 / 70–73–8015–19–258–11–18----P. caribica Rützler et al., 2014BelizeTNWAI: 480–614–870 / 10–14–15 II: 182–275–440 / 8–9–1153–59–70 / 30–43–5810–18–2813–26–35 / 6–11–13-5–9–15 / 1–6–9-10–13–18P. carinata (Bowerbank, 1858) sensu Becking 2013“South Sea”WCT; WIO; CIOII: 500–710–820 / 10–13–15 Tyle I: 10–15–18 II: 140–317–450 / 5–8–25 Tyle II: 8–9–1380–90–98--23–24–43 / 8–158–12–18 / 1–3--
...Continued on the next page
description: Published as part of Sandes, Joana, Moraes, Fernando & Muricy, Guilherme, 2024, Taxonomy of Placospongia Gray, 1867 from Northern and Northeastern Brazil, with description of two new species (Porifera: Demospongiae: Clionaida), pp. 502 in Zootaxa 5405 (4) on page 502, DOI: 10.11646/zootaxa.5405.4.2, http://zenodo.org/record/10603692
DOI: 10.25582/data.2024-04.3081683/2546715
title: Data for EMSL Project 47818 from April 2024
DOI: 10.5281/zenodo.15134480
title: TABLE 4 in Taxonomy of Placospongia Gray, 1867 from Northern and Northeastern Brazil, with description of two new species (Porifera: Demospongiae: Clionaida)

description: TABLE 4. Spicule measurements of all specimens of P. cristata studied here and of previous records (min–mean–max, length / width or diameter in micrometres).
Specimens examined / ReferenceLocalityTylostyleSelenasterSpherasterMicro-spheroxyasterUFRJPOR 3382 (holotype remeasured)NE Brazil (Pernambuco State)I: 430–532–600 / 6–9–11 Tyle I: 7–11–15 II: 210–293–340 / 5–6–7 (n=10) Tyle II: 7–8–10 (n=10)30–37–48 / 37–47–5710–16–251.4–2.1–2.9MNRJ 29661 (= P. ruetzleri sensu Bettcher et al. 2023, remeasured)NE Brazil (Bahia State)I: 650–803–910 / 7–10–13 Tyle I: 12–13–15 II: 220–273–340 / 2–5–8 Tyle II: 5–7–1045–50–53 / 32–37–4210–13–181.0–2.0–3.0sensu Boury–EsnaultNE Brazil560–990 / 6–1244–50 /9–19-1973(Pernambuco State)Tyle: 12–1628–34sensu David-Colón etColombiaI: 390–670–965 / 7–15–3552–73–93 /7–19–301.0–1.6–3.0al. 2023II: 101–288–490 / 5–13–2545–60–75sensu Bettcher et al.NE Brazil251–480–797 / 6–10–1554–62–71 /15–18–251.4–2.3 (n=2)2023(Bahia State)39–49–55
description: Published as part of Sandes, Joana, Moraes, Fernando & Muricy, Guilherme, 2024, Taxonomy of Placospongia Gray, 1867 from Northern and Northeastern Brazil, with description of two new species (Porifera: Demospongiae: Clionaida), pp. 508 in Zootaxa 5405 (4) on page 508, DOI: 10.11646/zootaxa.5405.4.2, http://zenodo.org/record/10603692
DOI: 10.5281/zenodo.15134481
title: TABLE 4 in Taxonomy of Placospongia Gray, 1867 from Northern and Northeastern Brazil, with description of two new species (Porifera: Demospongiae: Clionaida)

description: TABLE 4. Spicule measurements of all specimens of P. cristata studied here and of previous records (min–mean–max, length / width or diameter in micrometres).
Specimens examined / ReferenceLocalityTylostyleSelenasterSpherasterMicro-spheroxyasterUFRJPOR 3382 (holotype remeasured)NE Brazil (Pernambuco State)I: 430–532–600 / 6–9–11 Tyle I: 7–11–15 II: 210–293–340 / 5–6–7 (n=10) Tyle II: 7–8–10 (n=10)30–37–48 / 37–47–5710–16–251.4–2.1–2.9MNRJ 29661 (= P. ruetzleri sensu Bettcher et al. 2023, remeasured)NE Brazil (Bahia State)I: 650–803–910 / 7–10–13 Tyle I: 12–13–15 II: 220–273–340 / 2–5–8 Tyle II: 5–7–1045–50–53 / 32–37–4210–13–181.0–2.0–3.0sensu Boury–EsnaultNE Brazil560–990 / 6–1244–50 /9–19-1973(Pernambuco State)Tyle: 12–1628–34sensu David-Colón etColombiaI: 390–670–965 / 7–15–3552–73–93 /7–19–301.0–1.6–3.0al. 2023II: 101–288–490 / 5–13–2545–60–75sensu Bettcher et al.NE Brazil251–480–797 / 6–10–1554–62–71 /15–18–251.4–2.3 (n=2)2023(Bahia State)39–49–55
description: Published as part of Sandes, Joana, Moraes, Fernando & Muricy, Guilherme, 2024, Taxonomy of Placospongia Gray, 1867 from Northern and Northeastern Brazil, with description of two new species (Porifera: Demospongiae: Clionaida), pp. 508 in Zootaxa 5405 (4) on page 508, DOI: 10.11646/zootaxa.5405.4.2, http://zenodo.org/record/10603692
DOI: 10.5281/zenodo.15134482
title: TABLE 5 in Taxonomy of Placospongia Gray, 1867 from Northern and Northeastern Brazil, with description of two new species (Porifera: Demospongiae: Clionaida)

description: TABLE 5. Spicule measurements of all specimens of P. ruetzleri studied here and of previous records (min–mean–max, length / width or diameter in micrometres).
Specimens examined / ReferenceLocalityTylostyleSelenasterSpirasterAcanthomicrorhabdUFRJPOR 561 (Coelho& Mello-Leitão 1978, as P. carinata; remeasured)N Brazil (Pará State)I: 800–999–1140 / 12– 16–19 Tyle I: 15–19–23 II: 180–278–400 / 5–8–13 Tyle II: 6–9–1460–73–98 / 47–59–8317–22–25 (n = 10)7–9–10sensu Coelho & Mello-Leitão 1978, as P. carinataN Brazil (Pará State)930–1.204 / 18.665–75 / 37–4730–UFRJPOR 4848N Brazil (Pará State)I: 490–723–1160 / 7–13– 20 Tyle I: 11–16–24 II: 140–308–430 / 6–8–15 Tyle II: 7–10–1865–75–83 / 52–61–7315–16–20 (n=5)5–10–15MNRJ 6079 (Jimenez et al. 2004, as P. intermedia; remeasured)NE Brazil (Ceará State)I: 910–1059–1170 / 12–16–18 Tyle I: 15–20–23 II: 150–374–570 / 5–9–11 Tyle II: 6–10–1357–75–73 / 40–52–6017–20–257–9–10MNRJ 23227NE Brasil (Rio Grande do Norte State)I: 570–801–990 / 6–11–15 Tyle I: 10–14–18 II: 160–227–320 / 4–5–6 Tyle II: 5–6–832–53–63 / 20–39–5015–18–23 (n=7)7–10–15MNRJ 3018 (Muricy & Moraes 1998, as P. intermedia; remeasured)NE Brazil (Pernambuco State)I: 620–864–1110 / 10– 13–19 Tyle I: 12–16–18 II: 190–333–490 / 2–7–10 Tyle II: 4–9–1360–73–88 / 50–63–7315–18–20 (n = 3)7–10–13MNRJ 29236NE Brazil (Piauí State)I: 780–881–980 / 10–12– 15 Tyle I: 12–15–20 II: 350–413–440 / 7–9–12 Tyle II: 9–11–1452–65–73 / 40–50–6018 (n = 1)5–8–11MNRJ 29237NE Brazil (Piauí State)I: 600–889–1030 / 12– 14–18 Tyle I: 10–17–20 II: 220–334–500 / 5–7–10 Tyle II: 6–9–1360–66–63 / 47–53–6312–18–20 (n=5)5–9–13
description: Published as part of Sandes, Joana, Moraes, Fernando & Muricy, Guilherme, 2024, Taxonomy of Placospongia Gray, 1867 from Northern and Northeastern Brazil, with description of two new species (Porifera: Demospongiae: Clionaida), pp. 510 in Zootaxa 5405 (4) on page 510, DOI: 10.11646/zootaxa.5405.4.2, http://zenodo.org/record/10603692
DOI: 10.5281/zenodo.15134483
title: TABLE 5 in Taxonomy of Placospongia Gray, 1867 from Northern and Northeastern Brazil, with description of two new species (Porifera: Demospongiae: Clionaida)

description: TABLE 5. Spicule measurements of all specimens of P. ruetzleri studied here and of previous records (min–mean–max, length / width or diameter in micrometres).
Specimens examined / ReferenceLocalityTylostyleSelenasterSpirasterAcanthomicrorhabdUFRJPOR 561 (Coelho& Mello-Leitão 1978, as P. carinata; remeasured)N Brazil (Pará State)I: 800–999–1140 / 12– 16–19 Tyle I: 15–19–23 II: 180–278–400 / 5–8–13 Tyle II: 6–9–1460–73–98 / 47–59–8317–22–25 (n = 10)7–9–10sensu Coelho & Mello-Leitão 1978, as P. carinataN Brazil (Pará State)930–1.204 / 18.665–75 / 37–4730–UFRJPOR 4848N Brazil (Pará State)I: 490–723–1160 / 7–13– 20 Tyle I: 11–16–24 II: 140–308–430 / 6–8–15 Tyle II: 7–10–1865–75–83 / 52–61–7315–16–20 (n=5)5–10–15MNRJ 6079 (Jimenez et al. 2004, as P. intermedia; remeasured)NE Brazil (Ceará State)I: 910–1059–1170 / 12–16–18 Tyle I: 15–20–23 II: 150–374–570 / 5–9–11 Tyle II: 6–10–1357–75–73 / 40–52–6017–20–257–9–10MNRJ 23227NE Brasil (Rio Grande do Norte State)I: 570–801–990 / 6–11–15 Tyle I: 10–14–18 II: 160–227–320 / 4–5–6 Tyle II: 5–6–832–53–63 / 20–39–5015–18–23 (n=7)7–10–15MNRJ 3018 (Muricy & Moraes 1998, as P. intermedia; remeasured)NE Brazil (Pernambuco State)I: 620–864–1110 / 10– 13–19 Tyle I: 12–16–18 II: 190–333–490 / 2–7–10 Tyle II: 4–9–1360–73–88 / 50–63–7315–18–20 (n = 3)7–10–13MNRJ 29236NE Brazil (Piauí State)I: 780–881–980 / 10–12– 15 Tyle I: 12–15–20 II: 350–413–440 / 7–9–12 Tyle II: 9–11–1452–65–73 / 40–50–6018 (n = 1)5–8–11MNRJ 29237NE Brazil (Piauí State)I: 600–889–1030 / 12– 14–18 Tyle I: 10–17–20 II: 220–334–500 / 5–7–10 Tyle II: 6–9–1360–66–63 / 47–53–6312–18–20 (n=5)5–9–13
description: Published as part of Sandes, Joana, Moraes, Fernando & Muricy, Guilherme, 2024, Taxonomy of Placospongia Gray, 1867 from Northern and Northeastern Brazil, with description of two new species (Porifera: Demospongiae: Clionaida), pp. 510 in Zootaxa 5405 (4) on page 510, DOI: 10.11646/zootaxa.5405.4.2, http://zenodo.org/record/10603692
DOI: 10.15468/dl.bn3fvv
title: Occurrence Download

description: A dataset containing 1480 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Toxotes chatareus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1480 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062631-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tcx9we
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tridacna mbalavuana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062632-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wf4btu
title: Occurrence Download

description: A dataset containing 1286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((9.42828 0.355,9.40019 0.3305,9.43067 0.24862,9.49402 0.19783,9.52569 0.20201,9.56394 0.26297,9.53943 0.32751,9.50776 0.37472,9.43926 0.35772,9.42828 0.355))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1286 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062637-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17130999
title: Eye Tracking Glasses (Tobii Pro Glasses 3) Accuracy Study
DOI: 10.5281/zenodo.17130998
title: Eye Tracking Glasses (Tobii Pro Glasses 3) Accuracy Study
DOI: 10.82144/f863df46
title: Digital video aerial surveys of seabirds and marine megafauna in the Gulf of Maine from May 2023 to January 2024

description: Original provider:
Biodiversity Research Institute

Dataset credits:
Biodiversity Research Institute
HiDef Aerial Surveying Limited
Bureau of Ocean Energy Management (BOEM)

Abstract:
In April 2023, the Biodiversity Research Institute (BRI) commissioned HiDef 
Aerial Surveying Limited (HiDef) to conduct high-resolution digital video 
aerial surveys in the Gulf of Maine. The surveys aimed to record marine 
megafauna, seabirds, and human activity. The designated survey area is 
approximately 5 km off the coast of Maine

A total of four surveys were conducted between May 2023 and January 
2024. HiDef designed the survey using 2.5 km- and 5 km-spaced transects 
across the Gulf of Maine survey area, covering approximately 6,673 km².

Surveys were undertaken using an aircraft equipped with four HiDef 
cameras with a sensor package designed and calibrated to achieve a 
resolution of 1.5cm Ground Sample Distance (GSD). Each camera sampled 
a strip of ~ 104m width, separated from the next camera by ~ 17m, to 
provide a combined sampled width of 416m within a 467m overall strip. All 
four cameras were analyzed, achieving approximately 10% coverage of the 
survey area during each flight. 

Data analysis followed a two-stage process in which video footage was 
reviewed (with a 20% random sample used for audit) and detected objects 
were identified to species or species group level (again with 20% selected 
at random for audit). The audit of both stages requires 90% agreement to 
be achieved.

The surveys recorded a total of 7,248 birds of 33 species and 534 non-avian 
animals of 12 species, in addition to two dead birds. A further 409 birds and 
58 non-avian animals were recorded which were not assigned to a species. 
An identification rate to species level of 94% was achieved throughout the 
survey period.
DOI: 10.15468/dl.bhzced
title: Occurrence Download

description: A dataset containing 23525 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cardellina rubra"
 ]
}

 The dataset includes 23525 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062641-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z4unr7
title: Occurrence Download

description: A dataset containing 832105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-72.66145 4.80867,-69.3626 4.80867,-69.3626 7.26374,-72.66145 7.26374,-72.66145 4.80867))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 832105 records from 346 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062568-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17298473
title: Active Regions with Multiple NOAA Numbers, 2011-2019

description: This is a list of active regions which have been identified as lasting for multiple rotations, and their subsequent-rotation NOAA number designation. For more information on the creation of this dataset, please refer to (ApJ link coming).
DOI: 10.5281/zenodo.8309944
title: Active Regions with Multiple NOAA Numbers, 2011-2019

description: This is a list of active regions which have been identified as lasting for multiple rotations, and their subsequent-rotation NOAA number designation. For more information on the creation of this dataset, please refer to (ApJ link coming).
DOI: 10.15468/dl.jyc9jj
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.82076 10.51848,-74.82347 10.5157,-74.82492 10.51248,-74.82485 10.50896,-74.82366 10.5058,-74.8212 10.50308,-74.81718 10.50135,-74.81328 10.50129,-74.81014 10.50259,-74.80743 10.50494,-74.80586 10.50828,-74.80542 10.51155,-74.80655 10.51495,-74.80869 10.51774,-74.8119 10.51971,-74.81536 10.52027,-74.81856 10.51971,-74.82076 10.51848))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 38 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062642-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/zhkd3x
title: Replication Data for: Watts and Bots: The Energy Implications of AI Adoption

description: Replication Data for: Watts and Bots: The Energy Implications of AI Adoption
DOI: 10.7910/dvn/x9hzdw
title: Colliding Crises: The Dangers of Extreme Heat in Affordable Housing

description: This dataset contains the data used to generate figures, tables, maps, and findings for the UCS report "Colliding Crises: The Dangers of Extreme Heat in Affordable Housing". It also contains summary spreadsheets of the results.
DOI: 10.7910/dvn/ubqgn4
title: Replication Data for "From Social Proximity to Policy Preferences: Contact with Drug Market Participants and Citizens’ Attitudes Toward Drug Policy."

description: The negative externalities of the global “war on drugs”—including violence, militarization, mass incarceration, and human rights violations—have sparked an intense debate over drug prohibition and legalization. Public opinion, particularly in regions most affected by drug-related violence, plays a pivotal role in shaping policy decisions, as it can either reinforce the status quo or push policymakers toward reform. In this context, it remains unclear whether citizens’ proximity to drug market participants fosters prohibitive attitudes and alleviate fears that legalizing drugs —and thus increasing consumer and non-consumer contact—could trigger significant public backlash. This study contributes to intergroup contact theory by extending its application to the understudied domain of drug policy and offering new insights into how social and environmental factors shape public opinion.
description: The following files reproduce the findings in the main manuscript, to reproduce robustness tests please contact the authors.