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Data from: A problem of bias and response heterogeneity, in Standing With Giants: A Collection of Public Health Essays in Memoriam to Dr. Elizabeth M. Whelan
There is extensive literature on the question, "Does air quality have health effects?" For example, Google Scholar gives 199,000 hits for ("mortality" and "air pollution"). See Health Effects Institute (2010) and editorial by Brauer and Mancini (2014), for example. One paper that appeared in 1993 has over 6,000 citations. The vast majority of these papers find a positive association between air quality health effects (death). A few papers make the case that if potential bias is carefully taken into account then there is no association between air quality and deaths, e.g. Chay et al. (2003), Enstrom (2005), Janes et al. (2007), Greven et al. (2011), Cox et al. (2013). Clearly the weight of evidence is for a positive association, but for any particular type of claim, logically it takes only one true negative to negate all the positives associations with respect to causation for that claim. A real, causative claim should always be detected in a well-designed and properly run experiment. What are some of the factors that lead to these discordant literature results?
Past, Present and future of Pathogenic Avian Influenza Virus by Eyes of Dr. Zeeshan Qaiser.pdf
Open the record for dataset details and reuse information.
FIGURE 6 in Re-examination of the type specimens of Lecithoceridae (Lepidoptera), deposited in the Royal Museum for Central Africa (RMCA), Belgium, with descriptions of ten new species from DR Congo belonging to Thubdora Park and Torodora Meyrick
FIGURE 6. Thubdora kapangaensis sp. nov.: A, adult, holotype; B, labial palpus, lateral view; C. male genitalia, holotype, gen. slide no. CIS-7242/Park; D, ditto, aedeagus.
Subspecies and Distribution. R. m. melleri Gray, 1865 — DR Congo, Tanzania, Malawi, N & C Mozambique, Zambia, Zimbabwe,and possibly NE Botswana. R. m. langi Roberts, 1938 — S Mozambique, Swaziland, and South Africa (Limpopo & Mpumalanga Provinces). in Herpestidae
Subspecies and Distribution. R. m. melleri Gray, 1865 — DR Congo, Tanzania, Malawi, N & C Mozambique, Zambia, Zimbabwe,and possibly NE Botswana. R. m. langi Roberts, 1938 — S Mozambique, Swaziland, and South Africa (Limpopo & Mpumalanga Provinces).
Subspecies and Distribution. G. s. servalina Pucheran, 1855 — Cameroon, Central African Republic, Equatorial Guinea, and Gabon. G. s. archeri Van Rompaey & Colyn, 1998 — Zanzibar I. G. s. bettoni Thomas, 1902 — DR Congo, Kenya, Rwanda, Burundi, Uganda, and Sudan. G. s. lower Kingdon, 1977 —S Tanzania. G. s. schwarz Crawford-Cabral, 1970 — PR Congo. in Viverridae
Subspecies and Distribution. G. s. servalina Pucheran, 1855 — Cameroon, Central African Republic, Equatorial Guinea, and Gabon. G. s. archeri Van Rompaey & Colyn, 1998 — Zanzibar I. G. s. bettoni Thomas, 1902 — DR Congo, Kenya, Rwanda, Burundi, Uganda, and Sudan. G. s. lower Kingdon, 1977 —S Tanzania. G. s. schwarz Crawford-Cabral, 1970 — PR Congo.
Subspecies and Distribution. N. b. binotata Gray, 1830 — from Gambia to DR Congo, including Bioko I. N. b. arborea Heller, 1913 — Kenya, S Sudan, N Tanzania, and Uganda. N. b. gerrardi Thomas, 1893 — Malawi, Mozambique, S&E Tanzania (presumably also Zanzibar I), NE Zambia, and E Zimbabwe. N. b. intensa Cabrera & Ruxton, 1926 — Angola, S DR Congo, and NW Zambia. in Nandiniidae
Subspecies and Distribution. N. b. binotata Gray, 1830 — from Gambia to DR Congo, including Bioko I. N. b. arborea Heller, 1913 — Kenya, S Sudan, N Tanzania, and Uganda. N. b. gerrardi Thomas, 1893 — Malawi, Mozambique, S&E Tanzania (presumably also Zanzibar I), NE Zambia, and E Zimbabwe. N. b. intensa Cabrera & Ruxton, 1926 — Angola, S DR Congo, and NW Zambia.
Distribution. Discontinuous and limited to wetland environments from S Republic of the Congo through C DR Congo and SW Tanzania, S to Zambia, Angola, and Botswana. Maps and distributional information here are provisional pending future research. in Bovidae
Distribution. Discontinuous and limited to wetland environments from S Republic of the Congo through C DR Congo and SW Tanzania, S to Zambia, Angola, and Botswana. Maps and distributional information here are provisional pending future research.
Distribution. Found in lowland rainforest regions of W & C Africa, including S Nigeria (perhaps one population remaining that may be an intermediate form), S & C Cameroon, S Central African Republic, Equatorial Guinea (extinct on Bioko I), Sao Tomé and Principe Is, Gabon, Republic of the Congo, C & N DR Congo, W & C Angola (two disjunct populations). in Bovidae
Distribution. Found in lowland rainforest regions of W & C Africa, including S Nigeria (perhaps one population remaining that may be an intermediate form), S & C Cameroon, S Central African Republic, Equatorial Guinea (extinct on Bioko I), Sao Tomé and Principe Is, Gabon, Republic of the Congo, C & N DR Congo, W & C Angola (two disjunct populations).
Distribution. Extreme SW Uganda, W Rwanda and E DR Congo (North Kivu province, where restricted to the forested mountains from the Virunga volcanoes north along the W side of Lake Edward). in Bovidae
Distribution. Extreme SW Uganda, W Rwanda and E DR Congo (North Kivu province, where restricted to the forested mountains from the Virunga volcanoes north along the W side of Lake Edward).
Subspecies and Distribution. H.a.aquaticusOgilby,1841—WAfricafromGuineaandSierraLeonetoGhana. H.a.bates:Lydekker,1906—Nigeria,Cameroon,andpresumablyneighboringcountries. H. a. cottoni Lydekker, 1906 — Republic of the Congo, DR Congo, and presumably Uganda. The Water Chevrotain reportedly has a disjunct distribution, occurring in coastal forests from West Africa and in the rainforests of Central Africa from Nigeria to DR Congo, marginally entering Uganda. It has been listed for the following countries in Central Africa: Angola (Cabinda), Cameroon, Central African Republic, DR Congo, Equatorial Guinea, Gabon, Nigeria, Republic of the Congo, and Uganda (Semliki Valley). A record from Angola's Lunda Norte Province, near the Cassai River,is the southernmost record of the species. The species' status in some countries remains unclear. It is apparently absent from the Republic of Benin and Togo (but the speciesis listed as probable in the Ot Basin in Togo); its supposed occurrence in Guinea Bissau and Senegal remains unsupported by evidence. The species was listed for Sierra Leone, although its presence had been called into question. Photographic evidence seems to clarify that the species occurs in Sierra Leone. In 1850, a specimen was recorded from Gambia, but the present status of the species is unclear. Local people report the species from the Boké Préfecture in NW Guinea, which might be the northernmost area from which the species has been recently reported. Extensive field and market surveys there and in the southern Guinea savanna belt did notfind evidence for the species' presence. in Tragulidae
Subspecies and Distribution. H.a.aquaticusOgilby,1841—WAfricafromGuineaandSierraLeonetoGhana. H.a.bates:Lydekker,1906—Nigeria,Cameroon,andpresumablyneighboringcountries. H. a. cottoni Lydekker, 1906 — Republic of the Congo, DR Congo, and presumably Uganda. The Water Chevrotain reportedly has a disjunct distribution, occurring in coastal forests from West Africa and in the rainforests of Central Africa from Nigeria to DR Congo, marginally entering Uganda. It has been listed for the following countries in Central Africa: Angola (Cabinda), Cameroon, Central African Republic, DR Congo, Equatorial Guinea, Gabon, Nigeria, Republic of the Congo, and Uganda (Semliki Valley). A record from Angola's Lunda Norte Province, near the Cassai River,is the southernmost record of the species. The species' status in some countries remains unclear. It is apparently absent from the Republic of Benin and Togo (but the speciesis listed as probable in the Ot Basin in Togo); its supposed occurrence in Guinea Bissau and Senegal remains unsupported by evidence. The species was listed for Sierra Leone, although its presence had been called into question. Photographic evidence seems to clarify that the species occurs in Sierra Leone. In 1850, a specimen was recorded from Gambia, but the present status of the species is unclear. Local people report the species from the Boké Préfecture in NW Guinea, which might be the northernmost area from which the species has been recently reported. Extensive field and market surveys there and in the southern Guinea savanna belt did notfind evidence for the species' presence.
Subspecies and Distribution. S. g. grimmia Linnaeus, 1758 — S South Africa (Cape Province). S. g. altwallis Heller, 1912 — C Kenya (Aberdare Mts and Mt Kenya). S. g.caffra Fitzinger, 1869 — S Mozambique, E Zimbabwe, Swaziland, Lesotho, NE South Africa. S. g. campbelliae Gray, 1843 — E Guinea, S Mali, N Ivory Coast, S Burkina Faso, N Ghana, Togo, Benin, S Niger, Nigeria, N Cameroon, S Chad, Central African Republic, SW Sudan, W Uganda, Rwanda, Burundi. S. g. hindei Wroughton, 1910 — SE Kenya and N Tanzania. S. g. lobeliarum Lönnberg, 1919 — E Uganda, W Kenya (restricted to Mt Elgon). S. g. madoqua Ruppell, 1835 — W Ethiopia (highlands), W Eritrea. S. g nyansae Neumann, 1905 — SE Sudan, W Ethiopia, E Uganda, and W Kenya. S. g. orbicularis Peters, 1852 — S Somalia, E Kenya, Tanzania, E Zambia, Malawi, N Mozambique. S. g. splendidula Gray, 1871 — SE Gabon, S Republic of the Congo, S DR Congo, N Angola, E Botswana, W Zambia, W Zimbabwe. S. g. steinhardti Zukowsky, 1924 — S Angola, Namibia, W Botswana, NW South Africa. in Bovidae
Subspecies and Distribution. S. g. grimmia Linnaeus, 1758 — S South Africa (Cape Province). S. g. altwallis Heller, 1912 — C Kenya (Aberdare Mts and Mt Kenya). S. g.caffra Fitzinger, 1869 — S Mozambique, E Zimbabwe, Swaziland, Lesotho, NE South Africa. S. g. campbelliae Gray, 1843 — E Guinea, S Mali, N Ivory Coast, S Burkina Faso, N Ghana, Togo, Benin, S Niger, Nigeria, N Cameroon, S Chad, Central African Republic, SW Sudan, W Uganda, Rwanda, Burundi. S. g. hindei Wroughton, 1910 — SE Kenya and N Tanzania. S. g. lobeliarum Lönnberg, 1919 — E Uganda, W Kenya (restricted to Mt Elgon). S. g. madoqua Ruppell, 1835 — W Ethiopia (highlands), W Eritrea. S. g nyansae Neumann, 1905 — SE Sudan, W Ethiopia, E Uganda, and W Kenya. S. g. orbicularis Peters, 1852 — S Somalia, E Kenya, Tanzania, E Zambia, Malawi, N Mozambique. S. g. splendidula Gray, 1871 — SE Gabon, S Republic of the Congo, S DR Congo, N Angola, E Botswana, W Zambia, W Zimbabwe. S. g. steinhardti Zukowsky, 1924 — S Angola, Namibia, W Botswana, NW South Africa.
Distribution. Restricted to three disjunct populations in SE Senegal, N Guinea, and SW Mali, and perhaps E Guinea-Bissau; N Cameroon, SW Chad, and maybe E & C Nigeria; and Central African Republic, SE Chad, SW Sudan, and maybe NE DR Congo and NW Uganda. in Bovidae
Distribution. Restricted to three disjunct populations in SE Senegal, N Guinea, and SW Mali, and perhaps E Guinea-Bissau; N Cameroon, SW Chad, and maybe E & C Nigeria; and Central African Republic, SE Chad, SW Sudan, and maybe NE DR Congo and NW Uganda.
Distribution. DR Congo S to N Namibia and N Botswana, and S through Zimbabwe, S Mozambique (approximately S of Zambezi River), NE South Africa (including KwaZulu-Natal), and Swaziland; an isolated population is found in S Gabon. No studies have attempted to distinguish the exact geographical range of R. arundinum from that of the Zambian Reedbuck (R. occidentalis) where the two populations meet. in Bovidae
Distribution. DR Congo S to N Namibia and N Botswana, and S through Zimbabwe, S Mozambique (approximately S of Zambezi River), NE South Africa (including KwaZulu-Natal), and Swaziland; an isolated population is found in S Gabon. No studies have attempted to distinguish the exact geographical range of R. arundinum from that of the Zambian Reedbuck (R. occidentalis) where the two populations meet.
Distribution. Widely distributed in tropical Africa from Senegal in W to Sudan, Ethiopia, Somalia, Kenya, and Tanzania (including Unguja I in Zanzibar Archipelago) in the E, S to NW Angola, S DR Congo, NE Botswana, N Zimbabwe, and C Mozambique. in Nycteridae
Distribution. Widely distributed in tropical Africa from Senegal in W to Sudan, Ethiopia, Somalia, Kenya, and Tanzania (including Unguja I in Zanzibar Archipelago) in the E, S to NW Angola, S DR Congo, NE Botswana, N Zimbabwe, and C Mozambique.
Distribution. Central African Republic, N DR Congo, South Sudan, and NW Uganda; presence in E Cameroon and NW Kenya is possible. in Bathyergidae
Distribution. Central African Republic, N DR Congo, South Sudan, and NW Uganda; presence in E Cameroon and NW Kenya is possible.
Distribution. Found in isolated populations in Liberia, Cameroon, Equatorial Guinea, NW Gabon, W Republic of the Congo, SW Central African Republic, and N DR Congo; may also occur in W Uganda. in Anomaluridae
Distribution. Found in isolated populations in Liberia, Cameroon, Equatorial Guinea, NW Gabon, W Republic of the Congo, SW Central African Republic, and N DR Congo; may also occur in W Uganda.
Distribution. Disjunct range in Ghana, Togo, Benin, SE Nigeria, Cameroon, extreme S South Sudan, NE DR Congo, SE Uganda, and W Kenya; limits uncertain. in Nesomyidae
Distribution. Disjunct range in Ghana, Togo, Benin, SE Nigeria, Cameroon, extreme S South Sudan, NE DR Congo, SE Uganda, and W Kenya; limits uncertain.
Distribution. Patchily distributed in WC Angola, SE DR Congo, NW & E Zambia, and Malawi, also in isolated localities in E & S Zambia, N Botswana, and possibly Namibia. Records from Rwanda and N Tanzania might be dubious. in Pteropodidae
Distribution. Patchily distributed in WC Angola, SE DR Congo, NW & E Zambia, and Malawi, also in isolated localities in E & S Zambia, N Botswana, and possibly Namibia. Records from Rwanda and N Tanzania might be dubious.
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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.
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.
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.
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.
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.