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FIG. 12 in Fifty shades of white: morphological and molecular diversity of the Cadlina laevis species complex (Gastropoda: Nudibranchia) in the North-West Pacific

FIG. 12. Penial morphology in Cadlina spp. A. Cadlina sp. 3, MIMB47975. B. Cadlina umiushi, MIMB47996. C. Cadlina laevis, MIMB47963. Scale bars: A, C = 100 µm; A', B' = 50 µm; C = 200 µm; C' = 20 µm. РИС. 12. МорфологиЯ пениса Cadlina spp. A. Cadlina sp. 3, MIMB47975. B. Cadlina umiushi, MIMB47996. C. Cadlina laevis, MIMB47963. Масштабные линейки: A, C = 100 мкм; A', B' = 50 мкм; C = 200 мкм; C' = 20 мкм.

opencc-by-4.0Apr 2024View details →
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FIG. 11 in Fifty shades of white: morphological and molecular diversity of the Cadlina laevis species complex (Gastropoda: Nudibranchia) in the North-West Pacific

FIG. 11. Configuration of male and female reproductive organs in Cadlina spp., female gland mass removed. A. Cadlina laevis, MIMB47963. B. Cadlina umiushi, MIMB47996. C. Cadlina sp. 3, MIMB47975. D. Cadlina sp. 4, MIMB47978. E. Cadlina sp. 1, MIMB47971. F. Cadlina sp. 7, MIMB47981. G. Cadlina sp. 6, MIMB47980. Abbreviations: amp = ampulla; bc = bursa copulatrix; ps = penial sheath; pvd = prostatic vas deferens; rs = receptaculum seminis; va = vagina. Scale bar: 1 mm. РИС. 11. МорфологиЯ муЖских и Женских репродуктивных органов Cadlina spp., комплекс Женских ЖелеЗ удален. A. Cadlina laevis, MIMB47963. B. Cadlina umiushi, MIMB47996. C. Cadlina sp. 3, MIMB47975. D. Cadlina sp. 4, MIMB47978. E. Cadlina sp. 1, MIMB47971. F. Cadlina sp. 7, MIMB47981. G. Cadlina sp. 6, MIMB47980. СокраЩениЯ: amp = ампулла; bc = копулЯтивнаЯ сумка; ps = мешок пениса; pvd = простатический семЯпровод; rs = семЯприемник; va = вагина. МасштабнаЯ линейка: 1 мм.

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FIG. 10 in Fifty shades of white: morphological and molecular diversity of the Cadlina laevis species complex (Gastropoda: Nudibranchia) in the North-West Pacific

FIG. 10. Buccal armature of Cadlina umiushi from the Sea of Japan (SEM). A. MIMB47995, radula. B. MIMB47995, anterior radular portion, rachidian and inner lateral teeth. C. MIMB47995, outer lateral teeth. D. MIMB47995, radula on odontophore. E. MIMB47995, labial cuticle. F. MIMB47995, labial cuticle elements. G. MIMB47996, radula. H. MIMB47996, rachidian and innermost lateral teeth. I. MIMB47996, outer lateral teeth. Scale bars: A = 500 µm; B, C, I = 50 µm; D, E, G = 200 µm; F = 10 µm; H = 20 µm. РИС. 10. Буккальное вооруЖение Cadlina umiushi иЗ Японского морЯ (СЭМ). А. MIMB47995, радула. B. MIMB47995, переднЯЯ часть радулы, центральные и внутренние латеральные Зубы. С. MIMB47995, внешние латеральные Зубы. D. MIMB47995, радула на одонтофоре. Е. MIMB47995, лабиальнаЯ кутикула. F. MIMB47995, Элементы лабиальной кутикулы. G. MIMB47996, радула. H. MIMB47996, центральные и внутренние латеральные Зубы. I. MIMB47996, внешние латеральные Зубы. Масштабные линейки: A = 500 мкм; B, C, I = 50 мкм; D, E, G = 200 мкм; F = 10 мкм; Н = 20 мкм.

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FIG. 9 in Fifty shades of white: morphological and molecular diversity of the Cadlina laevis species complex (Gastropoda: Nudibranchia) in the North-West Pacific

FIG. 9. Buccal armature of Cadlina sp. 6 (MIMB47980, Shikotan Is., Sea of Okhotsk) and Cadlina sp. 5 (MIMB47979, Iturup Is., Sea of Okhotsk) (SEM). A. Cadlina sp. 6, anterior radular portion. B. Cadlina sp. 6, rachidian and inner lateral teeth. C. Cadlina sp. 6, rachidian and innermost lateral teeth. D. Cadlina sp. 6, middle radular portion. E. Cadlina sp. 6, outer lateral teeth. F. Cadlina sp. 6, rachidian and innermost lateral teeth. G. Cadlina sp. 6, radula on odontophore. H. Cadlina sp. 6, labial cuticle. I. Cadlina sp. 6, labial cuticle elements. J. Cadlina sp. 5, radula. K. Cadlina sp. 5, rachidian and inner lateral teeth. L. Cadlina sp. 5, rachidian teeth. M. Cadlina sp. 5, outer lateral teeth. N. Cadlina sp. 5, radula on odontophore. O. Cadlina sp. 5, labial cuticle. P. Cadlina sp. 5, labial cuticle rodlets. Scale bars: A, N, O = 100 µm; B, E, M = 50 µm; C, F, I, L = 10 µm; D, G, H, J = 200 µm; K, P = 20 µm. РИС. 9. Буккальное вооруЖение Cadlina sp. 6 (MIMB47980, о. Шикотан, Охотское море) и Cadlina sp. 5 (MIMB47979, о. Итуруп, Охотское море) (СЭМ). A. Cadlina sp. 6, переднЯЯ часть радулы. B. Cadlina sp. 6, центральные и внутренние латеральные Зубы. C. Cadlina sp. 6, центральные и внутренние латеральные Зубы. D. Cadlina sp. 6, среднЯЯ часть радулы. E. Cadlina sp. 6, внешние латеральные Зубы. F. Cadlina sp. 6, центральные и внутренние латеральные Зубы. G. Cadlina sp. 6, радула на одонтофоре. H. Cadlina sp. 6, лабиальнаЯ кутикула. I. Cadlina sp. 6, Элементы лабиальной кутикулы. J. Cadlina sp. 5, радула. К. Cadlina sp. 5, центральные и внутренние латеральные Зубы. L. Cadlina sp. 5, центральные Зубы. М. Cadlina sp. 5, внешние латеральные Зубы. N. Cadlina sp. 5, радула на одонтофоре. О. Cadlina sp. 5, лабиальнаЯ кутикула. P. Cadlina sp. 5, Элементы лабиальной кутикулы. Масштабные линейки: A, N, O = 100 мкм; B, E, M = 50 мкм; C, F, I, L = 10 мкм; D, G, H, J = 200 мкм; К, Р = 20 мкм.

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FIG. 8 in Fifty shades of white: morphological and molecular diversity of the Cadlina laevis species complex (Gastropoda: Nudibranchia) in the North-West Pacific

FIG. 8. Buccal armature of Cadlina sp. 7 (MIMB47981, Sea of Japan) and Cadlina sp. 4 (MIMB47978, Sea of Japan) (SEM). А. Cadlina sp. 7, radula. B. Cadlina sp. 7, anterior radular portion, rachidian and inner lateral teeth. C. Cadlina sp. 7, outer lateral teeth. D. Cadlina sp. 7, rachidian and innermost lateral teeth. E. Cadlina sp. 4, radula. F. Cadlina sp. 4, anterior radular portion, rachidian and inner lateral teeth. G. Cadlina sp. 4, rachidian and innoermost lateral teeth. H. Cadlina sp. 4, outer lateral teeth. I. Cadlina sp. 4, labial cuticle rodlets. Scale bars: A = 300 µm; B, F = 100 µm; C = 30 µm; D = 10 µm; E = 400 µm; G, I = 20 µm; H = 50 µm. РИС. 8. Буккальное вооруЖение Cadlina sp. 7 (MIMB47981, Японское море) и Cadlina sp. 4 (MIMB47978, Японское море) (СЭМ). А. Cadlina sp. 7, радула. B. Cadlina sp. 7, переднЯЯ часть радулы, центральные и внутренние латеральные Зубы. C. Cadlina sp. 7, наруЖные латеральные Зубы. D. Cadlina sp. 7, центральные и внутренние латеральные Зубы. Е. Cadlina sp. 4, радула. F. Cadlina sp. 4, переднЯЯ часть радулы, центральные и внутренние латеральные Зубы. G. Cadlina sp. 4, переднЯЯ часть радулы, центральные и внутренние латеральные Зубы. H. Cadlina sp. 4, внешние латеральные Зубы. I. Cadlina sp. 4, Элементы лабиальной кутикулы. Масштабные линейки: A = 300 мкм; B, F = 100 мкм; С = 30 мкм; D = 10 мкм; Е = 400 мкм; G, I = 20 мкм; Н = 50 мкм.

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FIG. 7 in Fifty shades of white: morphological and molecular diversity of the Cadlina laevis species complex (Gastropoda: Nudibranchia) in the North-West Pacific

FIG. 7. Buccal armature of Cadlina sp. 3 from the Sea of Japan (SEM). A. MIMB47975, radula. B. MIMB47975, anterior radular portion, rachidian and inner lateral teeth. C. MIMB47975, anterior radular portion, outer lateral teeth. D. MIMB47976, radula. E. MIMB47976, anterior radular portion, rachidian and inner lateral teeth. F. MIMB47976, anterior radular portion, outer lateral teeth. G. MIMB47976, odontophore with radula. H. MIMB47976, labial cuticle. I. MIMB47976, labial cuticle rodlets. J. MIMB47973, anterior radular portion, rachidian and inner lateral teeth. K. MIMB47973, anterior radular portion, outer lateral teeth. L. MIMB47973, labial cuticle rodlets. Scale bars: A, D, H = 500 µm; B, C, F, J = 50 µm; E = 100 µm; G = 200 µm; I, L = 10 µm; K = 20 µm. РИС. 7. Буккальное вооруЖение Cadlina sp. 3 иЗ Японского морЯ (SEM). А. MIMB47975, радула. B. MIMB47975, переднЯЯ часть радулы, центральные и внутренние латеральные Зубы. С. MIMB47975, переднЯЯ часть радулы, внешние латеральные Зубы. D. MIMB47976, радула. Е. MIMB47976, переднЯЯ часть радулы, центральные и внутренние латеральные Зубы. F. MIMB47976, переднЯЯ часть радулы, внешние латеральные Зубы. G. MIMB47976, одонтофор с радулой. Н. MIMB47976, лабиальнаЯ кутикула. I. MIMB47976, Элементы лабиальной кутикулы. J. MIMB47973, переднЯЯ часть радулы, центральные и внутренние латеральные Зубы. К. MIMB47973, переднЯЯ часть радулы, внешние латеральные Зубы. L. MIMB47973, Элементы лабиальной кутикулы. Масштабные линейки: A, D, H = 500 мкм; B, C, F, J = 50 мкм; Е = 100 мкм; G = 200 мкм; I, L = 10 мкм; К = 20 мкм.

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FIG. 6 in Fifty shades of white: morphological and molecular diversity of the Cadlina laevis species complex (Gastropoda: Nudibranchia) in the North-West Pacific

FIG. 6. Buccal armature of Cadlina sp. 1 (MIMB47971, Urup Is., Sea of Okhotsk) and Cadlina sp. 2 (MIMB42230, Iturup Is., Sea of Okhotsk) (SEM). A. Cadlina sp. 1, radula. B. Cadlina sp. 1, anterior radular portion, rachidian and lateral teeth. C. Cadlina sp. 1, rachidian and innermost lateral teeth. D. Cadlina sp. 1, outer lateral teeth. E. Cadlina sp. 1, outer lateral teeth. F. Cadlina sp. 1, labial cuticle rodlets. G. Cadlina sp. 2, anterior radular portion, rachidian and inner lateral teeth. H. Cadlina sp. 2, outer lateral teeth. I. Cadlina sp. 2, labial cuticle rodlets. Scale bars: A = 500 µm; B = 300 µm; C = 50 µm; D, E = 100 µm; F = 20 µm; G, H = 30 µm; I = 10 µm. РИС. 6. Буккальное вооруЖение Cadlina sp. 1 (MIMB47971, о. Уруп, Охотское море) и Cadlina sp. 2 (MIMB42230, о. Итуруп, Охотское море) (СЭМ). А. Cadlina sp. 1, радула. B. Cadlina sp. 1, переднЯЯ часть радулы, центральные и внутренние латеральные Зубы. C. Cadlina sp. 1, центральные и внутренние латеральные Зубы. D. Cadlina sp. 1, внешние латеральные Зубы. Е. Cadlina sp. 1, внешние латеральные Зубы. F. Cadlina sp. 1, Элементы лабиальной кутикулы. G. Cadlina sp. 2, переднЯЯ часть радулы, центральные и внутренние латеральные Зубы. H. Cadlina sp. 2, внешние латеральные Зубы. I. Cadlina sp. 2, Элементы лабиальной кутикулы. Масштабные линейки: A = 500 мкм; B = 300 мкм; С = 50 мкм; D, Е = 100 мкм; F = 20 мкм; G, Н = 30 мкм; I = 10 мкм.

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FIG. 5 in Fifty shades of white: morphological and molecular diversity of the Cadlina laevis species complex (Gastropoda: Nudibranchia) in the North-West Pacific

FIG. 5. Buccal armature of Cadlina laevis s.str., specimens from the White Sea (SEM). A. MIMB47939, radula. B. MIMB47939, anterior radular portion, rachidian and inner lateral teeth. C. MIMB47939, same as B, enlarged. D. MIMB47939, anterior radular portion, outer lateral teeth. E. MIMB47939, odontophore with radula. F. MIMB47939, labial cuticle. G. MIMB47939, labial cuticle rodlets. H. MIMB47963, radula. I. MIMB47963, middle radular portion, rachidian and inner lateral teeth. K. MIMB47963, middle radular portion, rachidian and innermost laterals. L. MIMB47963, outer lateral teeth. M. MIMB47963, odontophore with radula. N. MIMB47963, labial cuticle. O. MIMB47963, labial cuticle rodlets. Scale bars: A, E, H = 200 µm; B, D, I = 50 µm; C, K, L, N = 20 µm; F, M = 100 µm; G = 10 µm; O = 5 µm. РИС. 5. Буккальное вооруЖение Cadlina laevis s.str., особи иЗ Белого морЯ (СЭМ). A. MIMB47939, радула. B. MIMB47939, переднЯЯ часть радулы, центральные и внутренние латеральные Зубы. C. MIMB47939, то Же, что B, увеличенное. D. MIMB47939, переднЯЯ часть радулы, внешние латеральные Зубы. E. MIMB47939, одонтофор с радулой. F. MIMB47939, лабиальнаЯ кутикула. G. MIMB47939, родлеты лабиальной кутикулы. H. MIMB47963, радула. I. MIMB47963, среднЯЯ часть радулы, центральные и внутренние латеральные Зубы. K. MIMB47963, среднЯЯ часть радулы, центральные и внутренние латеральные Зубы. L. MIMB47963, наруЖные латеральные Зубы. М. MIMB47963, одонтофор с радулой. N. MIMB47963, лабиальнаЯ кутикула. O. MIMB47963, родлеты лабиальной кутикулы. Масштабные линейки: A, E, H = 200 мкм; B, D, I = 50 мкм; С, К, L, N = 20 мкм; F, М = 100 мкм; G = 10 мкм; О = 5 мкм.

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FIG. 3 in Fifty shades of white: morphological and molecular diversity of the Cadlina laevis species complex (Gastropoda: Nudibranchia) in the North-West Pacific

FIG. 3. COI haplotype network of Cadlina laevis species complex produced with TCS method in PopART. Colours of circles refer to the geographic origin of each haplotype. The relative size of circles is proportional to the number of sequences of that same haplotype. РИС. 3. Сеть гаплотипов COI комплекса видов Cadlina laevis, полученнаЯ методом TCS в PopART. Цвета круЖков обоЗначают географическое происхоЖдение каЖдого гаплотипа. Относительный раЗмер круЖков пропорционален количеству последовательностей одного и того Же гаплотипа.

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FIG. 4 in Fifty shades of white: morphological and molecular diversity of the Cadlina laevis species complex (Gastropoda: Nudibranchia) in the North-West Pacific

FIG. 4. Photos of studied specimens from different localities, all measurements are indicated in preserved state. A. Cadlina laevis, MIMB47953, White Sea, 16 mm in length. B. Cadlina laevis, MIMB47970, Barents Sea, 13 mm in length. C. Cadlina laevis, MIMB47948, White Sea, 10 mm in length. D. Cadlina laevis, MIMB47965, White Sea, 9 mm in length. E. Cadlina laevis, MIMB47958, White Sea, 10 mm in length. F. Cadlina sp. 1, MIMB47971, Urup Is., Sea of Okhotsk, 22 mm in length. G. Cadlina sp. 2, MIMB42230, Iturup Is., Sea of Okhotsk, 18 mm in length. H. Cadlina sp. 3, MIMB47974, Sea of Japan, 10 mm in length. I. Cadlina sp. 3, MIMB47972, Sea of Japan, 15 mm in length. K. Cadlina sp. 5, MIMB47979, Iturup Is., Sea of Okhotsk, 11 mm in length. L. Cadlina sp. 7, MIMB47981, Sea of Japan, 25 mm in length. M. Cadlina sp. 6, MIMB47980, Shikotan Is., Sea of Okhotsk, 29 mm in length. N. Cadlina umiushi, MIMB48000, Sea of Japan, 17 mm in length. РИС. 4. Фотографии иЗученных ЭкЗемплЯров иЗ раЗных регионов, раЗмер тела укаЗан длЯ фиксированного состоЯниЯ. А. Cadlina laevis, MIMB47953, Белое море, длина 16 мм. B. Cadlina laevis, MIMB47970, Баренцево море, длина 13 мм. C. Cadlina laevis, MIMB47948, Белое море, длина 10 мм. D. Cadlina laevis, MIMB47965, Белое море, длина 9 мм. E. Cadlina laevis, MIMB47958, Белое море, длина 10 мм. F. Cadlina sp. 1, MIMB47971, о. Уруп, Охотское море, длина 22 мм. G. Cadlina sp. 2, MIMB42230, о. Итуруп, Охотское море, длина 18 мм. H. Cadlina sp. 3, MIMB47974, Японское море, длина 10 мм. I. Cadlina sp. 3, MIMB47972, Японское море, длина 15 мм. К. Cadlina sp. 5, MIMB47979, о. Итуруп, Охотское море, длина 11 мм. L. Cadlina sp. 7, MIMB47981, Японское море, длина 25 мм. М. Cadlina sp. 6, MIMB47980, о. Шикотан, Охотское море, длина 29 мм. N. Cadlina umiushi, MIMB48000, Японское море, длина 17 мм.

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FIG. 2 in Fifty shades of white: morphological and molecular diversity of the Cadlina laevis species complex (Gastropoda: Nudibranchia) in the North-West Pacific

FIG. 2. Maximum Likelihood phylogenetic tree based on the COI-based dataset, species-level clades and outgroups are collapsed to a single branch, except representatives of the Cadlina laevis species complex. Specimens studied in this work are highlighted in bold. Numbers above branches indicate posterior probabilities from Bayesian inference, numbers bellow branches show bootstrap supports from Maximum likelihood analysis. Blocks on the right indicate species delimitation results, number refers to respective operational taxonomical unit. Respective photographs of studied specimens are given on the right. РИС. 2. Филогенетическое дерево, построенное методом максимального правдоподобиЯ, основанное на выравнивании по гену COI, клады и внешние группы на уровне вида сколлапсированы в одну ветвь, За исключением представителей видового комплекса Cadlina laevis. ОбраЗцы, иЗученные в данной работе, выделены Жирным шрифтом. Числа над ветвЯми обоЗначают апостериорные вероЯтности байесовского аналиЗа, числа под ветвЯми покаЗывают бутстрепподдерЖку аналиЗа максимального правдоподобиЯ. Блоки справа обоЗначают реЗультаты тестов на определение видовых границ, номер относитсЯ к соответствуюЩей оперативной таксономической единице. Справа приведены фотографии иЗученных ЭкЗемплЯров.

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FIG. 1 in Fifty shades of white: morphological and molecular diversity of the Cadlina laevis species complex (Gastropoda: Nudibranchia) in the North-West Pacific

FIG. 1. Map of the North-West Pacific and Russian Arctic representing collection sites and type localities of described species of the Cadlina laevis species complex. РИС. 1. Карта Северо-Западной части Тихого океана и Российской Арктики, с укаЗанием точек сбора и типовых местонахоЖдений описанных видов иЗ комплекса Cadlina laevis.

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РИС. 4. Места находок Amuranodonta kijaensis в бассейне р. Амур: черные точки – ранее иЗвестные местонахождениЯ, белые квадраты – впервые обнаруженные колонии. Номера локалитетов соответствуют таковым в таблице 1. FIG. 4. Localitions of finds of Amuranodonta kijaensis in the Amur River basin: black dots are previously known locations, white squares are newly discovered colonies. The locality numbers correspond to those in Table 1. in Новые данные об охранЯемом пресноводном двустворчатом моллюске Amuranodonta kijaensis Moskvicheva, 1973 (Unionidae, Anodontinae)

РИС. 4. Места находок Amuranodonta kijaensis в бассейне р. Амур: черные точки – ранее иЗвестные местонахождениЯ, белые квадраты – впервые обнаруженные колонии. Номера локалитетов соответствуют таковым в таблице 1. FIG. 4. Localitions of finds of Amuranodonta kijaensis in the Amur River basin: black dots are previously known locations, white squares are newly discovered colonies. The locality numbers correspond to those in Table 1.

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Datasets and R codes used for the analyses in "Seasonal variation in home range size of White-Backed Woodpeckers"

<p><strong>Abstract</strong></p> <p>Knowing a species&rsquo; area requirements is fundamental for species conservation. For the nominate subspecies of the White-backed Woodpecker<em> Dendrocopos leucotos</em>, a species of high conservation concern in Europe, estimates of the seasonal and year-round area requirements based on telemetry are missing. In the present study, we radio-tracked adult White-backed Woodpeckers in Central Europe and investigated bi-monthly home range sizes based on three home range estimators in relation to season, sex, body weight, and year. Home range size of 49 radio-tracked individuals varied depending on the used home range estimator, with minimum convex polygons (MCP) and autocorrelated kernel density estimation (AKDE) producing 1.6 &ndash; 1.8 and 2 &ndash; 3.3 times larger seasonal home ranges than traditional kernel density estimation (KDE). Moreover, home range sizes varied between seasons. Home ranges were smallest in February/March (predicted median home range sizes ranged from 35 ha with KDE to 88 ha with AKDE) and April/May (KDE: 30 ha, AKDE: 55 ha) and larger during the rest of the year (KDE: 48 &ndash; 67 ha, AKDE: 136 &ndash; 184 ha). The mean home range size of six individuals tracked in all seasons (calculated with all locations per individual) was 116 ha with KDE, 304 ha with MCP and 350 ha with AKDE. Our results highlight the importance of considering the full annual cycle when addressing area requirements of White-backed Woodpeckers and likely also of other species. Furthermore, our study shows that using multiple methods for home range estimation may be useful to obtain results that are both comparable with those of other studies and capture the range in which the true home range size is likely to be. For the conservation of the White-backed Woodpecker, we conclude that at least 116 to 350 ha of forest should be present for a pair.</p>

opencc-by-4.0Dec 2024View details →
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Multi-ideology ISIS/Jihadist White Supremacist (MIWS) Dataset for Multi-class Extremism Text Classification

<p>**************Information on how to use our Multi-ideology ISIS/Jihadist White Supremacist Dataset(MIWS)for Multi-class Extremism Text Classification ************</p> <p>Folder name: Seed_MIWS<br> Sub Folder 1 : Seed_Dataset<br> Inside this folder there are two .csv files.<br> 1) ISIS/Jihadist_Seed_Dataset<br> 2) White_Supremacist_Seed_Dataset</p> <p>These files have common features as:<br> ***************************** Common Features in Seed ******************************************************<br> *********Source :- Contains Author, Article Name or Hyperlink to Article************************************<br> *********Type_of_Source :- Whether Source is Research Article or Report or Website**************************<br> *********Text :- Contains Extremist Text provided in Source*************************************************<br> *********Ideology :- Ideology of Text mentioned in Source i.e. ISIS/Jihadist or White Supremacist***********<br> *********Label :- Labels for Text provided by Source i.e. Propaganda, Radicalization or Recruitment*********<br> *********Geographical_Location :- Location mentioned in Text. Geographical Location is manually identified**<br> *********Author_Country_Affiliation :- Country of origin of Research Article, Report or Website in Source***</p> <p>Sub Folder 2 : MIWS<br> Inside this folder ther is one .csv file:</p> <p>It contains features as:<br> *****************************Features in MIWS********************************************************************************<br> **********Tweet_ID :- Unique Identification for a Tweet provided by Twitter**************************************************<br> **********Created_Date :- Date and Time at whic Tweet was created or posted**************************************************<br> **********Geo_Enabled :- Boolean value. True if location is made public by User**********************************************<br> **********Geographical_Location :- Manually extracted list of Locations within the tweet. &#39;Undefined&#39; if no location present*<br> **********Ideology :- Manually provided during Tweet Collection i.e. ISIS/Jihadist or White Supremacist**********************<br> **********Labels :-&nbsp; Annotated by comparing with Seed, i.e. Propaganda, Radicalization and Recruitment***********************</p> <p>MIWS file can be used to collect tweets and train model for extremism detection.</p>

opencc-by-4.0Nov 2021View details →
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Fig. 2 in Flock Size Measures Of Migrating Lesser White-Fronted Geese Anser Erythropus

Fig. 2. The distribution of Lesser White-fronted Geese flocks (above) and individuals (below) among flock size categories in the autumn at Hortobágy, 1994–2006

opencc-by-4.0Dec 2012View details →
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Plant pathogens provide clues to the origin of bat white-nose syndrome Pseudogymnoascus destructans

<p>Phylogenomic analyses of P. destructans.</p> <p>This is a snapshot of the GitLab repository available at https://gitlab.gwdg.de/molsysevol/pseudogymnoascus-destructans-phylogeny/.</p>

opencc-by-4.0Jan 2022View details →
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Fig. 3 in New Findings Of White Clawed Crayfish, Austropotamobius Pallipes (Decapoda, Astacidae), And Peculiarities Of Its Spatial Distribution In Neretvica (Bosnia And Herzegovina)

Fig. 3. Isobath map (depth, m) and isopach map (velocity, m/s) (the locations of the crayfish catches are marked with red dots).

opencc-by-4.0Jun 2021View details →
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Fig. 6 in New Findings Of White Clawed Crayfish, Austropotamobius Pallipes (Decapoda, Astacidae), And Peculiarities Of Its Spatial Distribution In Neretvica (Bosnia And Herzegovina)

Fig. 6. Extraction of the crayfish from the trap at Neretvica near the confluence with the Crny Potok.

opencc-by-4.0Jun 2021View details →
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Fig. 5 in New Findings Of White Clawed Crayfish, Austropotamobius Pallipes (Decapoda, Astacidae), And Peculiarities Of Its Spatial Distribution In Neretvica (Bosnia And Herzegovina)

Fig. 5. Isobath map (depth, m) and isotach map (velocity, m/s) (the locations of the crayfish catches using scuba diving are marked with red dots).

opencc-by-4.0Jun 2021View details →

ScienceDex guides

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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

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Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record