Radio Sky Models for Cosmodeep Training
Creators
Description
A sample dataset of sky models and noise images for the training of the convolutional neuronal network "Cosmodeep" (Gheller et al. 2018), tailored to the analysis of ASKAP-like data. The dataset contains: a) 61 sky***.fits FITS files, 2000 x 2000 pixels each, with values in units of Jy/arcsec^2 and referred to the observing frequency of 1.4 GHz. b) 61 corresponding noise***.fits FITS files, containing the random noise level, tailored for the ASKAP-EMU survey. Each pixel is 10", and the image extend roughly corresponds to the ASKAP field of view. The sky models only contains diffuse synchrotron emission from electrons accelerated by cosmic shocks. Each sky***fits map is the result of the integrated emission of simulated boxes, from z=0.02 to z=0.5, simulated with the ENZO code (see Vazza et al. 2015 A&A for more details). The noise model only includes the estimated rms thermal noise for the EMU survey (~10 micro Jy/beam). See http://cosmosimfrazza.myfreesites.net/cosmodeep-training-datasets for more details.
Files
Files
(2.0 GB)
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Checksum: md5:c6861d3872fe7c5e45a28467113ed947
PID: http://hdl.handle.net/11304/6e3a16ce-efa1-4a69-abc5-761fd3c69e9e |
16.0 MB | Download |
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Checksum: md5:95a3b59cc1644cb8e0a5160e2e1fb4d6
PID: http://hdl.handle.net/11304/5c4f0787-db9e-4eb5-a83d-fa426080c444 |
16.0 MB | Download |
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Checksum: md5:809e60cc3862e72f6572acd664e78566
PID: http://hdl.handle.net/11304/98b2c69c-c3c9-4cf2-9c8d-f793a9cfcae4 |
16.0 MB | Download |
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Checksum: md5:088c37cde3f6bd06e862dd04cf86a259
PID: http://hdl.handle.net/11304/c28b3322-d78d-4769-904a-05f51b720123 |
16.0 MB | Download |
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Checksum: md5:5fb3ae7d53b35708d8f98c087ed17058
PID: http://hdl.handle.net/11304/e0dc6ddd-8f9a-40e7-a34f-4c00aad2ff6c |
16.0 MB | Download |
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Checksum: md5:3049be9a200bba21d87e0865b73e0d21
PID: http://hdl.handle.net/11304/2f2ad066-ac93-4fec-b5ea-25b233dee7c4 |
16.0 MB | Download |
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Checksum: md5:7ef55f022166a9e56b8e7a713776876e
PID: http://hdl.handle.net/11304/10f41839-cf70-4edb-b482-88db9cf7735a |
16.0 MB | Download |
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Checksum: md5:f8d532b202fd86c03a12b89a604f073f
PID: http://hdl.handle.net/11304/f7915bbc-7338-4139-a40c-1fa5b45a0445 |
16.0 MB | Download |
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Checksum: md5:dc38c59f0e95773031b3f66db4d40438
PID: http://hdl.handle.net/11304/6dd98e8c-791d-4c7e-b6ed-b38778d0bbb9 |
16.0 MB | Download |
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Checksum: md5:e96dd4c057967bb9b15bea8769b2b523
PID: http://hdl.handle.net/11304/c29480dd-fbf1-4ae4-9f79-fb631743fa14 |
16.0 MB | Download |
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Checksum: md5:bde5bd0b3dc98b6c7b8971f803a3e310
PID: http://hdl.handle.net/11304/74235ca2-6258-476b-99f0-43b1f0b9c2b3 |
16.0 MB | Download |
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Checksum: md5:9371cadf78c0a1e451de3ce92ca1b5fa
PID: http://hdl.handle.net/11304/1c44130e-0b80-4f59-b7ff-f9951aa96663 |
16.0 MB | Download |
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Checksum: md5:f435b8724cc75e70abd4615b72940148
PID: http://hdl.handle.net/11304/6e40b2fd-93a4-4fd6-bb8c-8f251d571f1e |
16.0 MB | Download |
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Checksum: md5:7072ff2fdba29530d02a8bc3847aedf6
PID: http://hdl.handle.net/11304/db933d60-58c5-4af7-b816-3745b8f3cbf0 |
16.0 MB | Download |
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Checksum: md5:d45a5e32666fd7664723e809e1cf06cc
PID: http://hdl.handle.net/11304/f56fa30d-f8e9-4b34-b267-c37c2f5185a6 |
16.0 MB | Download |
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Checksum: md5:6e3232d9e4b16c3aae25e89eb26a4360
PID: http://hdl.handle.net/11304/1dfea28e-2af5-4e20-98f6-98a549b964b3 |
16.0 MB | Download |
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Checksum: md5:95d3231e059d604f911c7ac690fa03d3
PID: http://hdl.handle.net/11304/b2ead46a-4c52-4050-b4e4-910a7a94ef7b |
16.0 MB | Download |
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Checksum: md5:e26685c1f06df77d4f6229e2769f8be3
PID: http://hdl.handle.net/11304/31298fa9-d0e7-4e14-826a-68e47b193da8 |
16.0 MB | Download |
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Checksum: md5:99f753407db79a2c6800dfc0d186f1a9
PID: http://hdl.handle.net/11304/08abc836-ad65-452c-a1be-2959aa21cb94 |
16.0 MB | Download |
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Checksum: md5:c14b096a435b1775b1f8d4e2068c8cb0
PID: http://hdl.handle.net/11304/bc236936-96c8-438b-a5ad-6784b2df7924 |
16.0 MB | Download |
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Checksum: md5:d95a1f823c70b73938677cd422a017dd
PID: http://hdl.handle.net/11304/79db1707-03b3-4092-9e78-82304137bea0 |
16.0 MB | Download |
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Checksum: md5:70612acafbe8981378a7bd63896e55e3
PID: http://hdl.handle.net/11304/9a3ade4b-0b8c-4383-a240-4f9ca8b1a358 |
16.0 MB | Download |
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Checksum: md5:481f5087e22ce64aa2e0e408bcd591e2
PID: http://hdl.handle.net/11304/8f84c444-7493-4a5c-a9a1-6e5ebfd789f7 |
16.0 MB | Download |
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Checksum: md5:5dfdeb8039fcb209bc613d61724eeaa7
PID: http://hdl.handle.net/11304/dec0ffef-9aa9-4b6f-b5d0-4831883218af |
16.0 MB | Download |
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Checksum: md5:17670970ce283eb28e889561f3f7e5e7
PID: http://hdl.handle.net/11304/673d21e8-05f8-47c1-8a27-b6fbb9251571 |
16.0 MB | Download |
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Checksum: md5:45b9ba130d14d63fa98996b8bb0ce405
PID: http://hdl.handle.net/11304/34bab88f-561c-47f0-a4d5-8b4569333bf4 |
16.0 MB | Download |
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Checksum: md5:f267ea51db020b9e51717c37c5df26cd
PID: http://hdl.handle.net/11304/0dcddd52-53eb-42d1-8d05-42e36db668e6 |
16.0 MB | Download |
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Checksum: md5:2a67bac9e1c3cec50f9292b63a5e0b57
PID: http://hdl.handle.net/11304/5f7c31e9-d810-4beb-93c4-85a9cd72e701 |
16.0 MB | Download |
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Checksum: md5:1900af123b1cb580ae3f6e406a2d3435
PID: http://hdl.handle.net/11304/41cc4999-ecc9-48da-b3cb-6a8b6a307ade |
16.0 MB | Download |
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Checksum: md5:1be6eeabd37219f8554e1b34ec9c784a
PID: http://hdl.handle.net/11304/67b0c7c2-1af0-4fbf-a4dc-d0f020bad308 |
16.0 MB | Download |
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Checksum: md5:187030522427e752debbed8db21c7eb9
PID: http://hdl.handle.net/11304/0facbfd8-c01f-45ce-9a03-bfd1d0a1af5c |
16.0 MB | Download |
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Checksum: md5:a4167569ffc570daef7f0fc4100c715f
PID: http://hdl.handle.net/11304/fe88efae-bf32-4bf7-a8e3-ec4f91697dcb |
16.0 MB | Download |
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Checksum: md5:6ca53e7fededd30abb78f6f66d0afff8
PID: http://hdl.handle.net/11304/1ba2452f-791a-4130-ba9e-9c49d4a37832 |
16.0 MB | Download |
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Checksum: md5:d0a45958108ebca133ee7cc0a3212a7f
PID: http://hdl.handle.net/11304/4458227d-5cd0-4b9b-8efa-7feef6692f33 |
16.0 MB | Download |
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Checksum: md5:134d6a81b18478019a9853304125b08f
PID: http://hdl.handle.net/11304/16fe0b98-b376-4dc5-b69b-e199d5174742 |
16.0 MB | Download |
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Checksum: md5:961fc3d90993e0a3bbc6468be223fd39
PID: http://hdl.handle.net/11304/8a7408b6-1baa-49a1-bbc7-827d98bb0fd5 |
16.0 MB | Download |
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Checksum: md5:37c475143458551223a64090ae4c51c8
PID: http://hdl.handle.net/11304/14e6d7e2-37e2-4650-8d40-07e49d27c97d |
16.0 MB | Download |
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Checksum: md5:eb41c1479a71fa159f51c3c01ac4c52a
PID: http://hdl.handle.net/11304/98887d34-d86a-4964-a28b-541c54b6e83a |
16.0 MB | Download |
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Checksum: md5:86170932aa3715ee5d931076205d0279
PID: http://hdl.handle.net/11304/5416278d-e814-45cf-bb99-cb2d8ea659c2 |
16.0 MB | Download |
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Checksum: md5:a7954ab3f90154b72bdd483c362bf1b7
PID: http://hdl.handle.net/11304/a0938659-389f-4906-b856-e610df20679d |
16.0 MB | Download |
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Checksum: md5:b714fa00b0efaa17bf73c57086278608
PID: http://hdl.handle.net/11304/cdcededd-019c-4f31-bd0f-2d6b6dbecec3 |
16.0 MB | Download |
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Checksum: md5:b9cb16efdde43155b168ad0f6fdd78d6
PID: http://hdl.handle.net/11304/e6ec0979-9c7e-4449-bffb-b0c40e931c6b |
16.0 MB | Download |
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Checksum: md5:c0efad73d41d7c45a3261003febb57d3
PID: http://hdl.handle.net/11304/282aec8b-9c7c-4bb8-af67-2765559b9f90 |
16.0 MB | Download |
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Checksum: md5:1292cd566304d430fdc5d6d1ee9ac66e
PID: http://hdl.handle.net/11304/9a34bc0a-ab01-493a-8dd0-540c1abc66db |
16.0 MB | Download |
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Checksum: md5:7dc934e6d0b49ef3e6dea6b5dd7fa720
PID: http://hdl.handle.net/11304/74b00dba-69b3-41ee-9749-5c47b7c1ff06 |
16.0 MB | Download |
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Checksum: md5:1695b2eadebb5b84c14b45cfac892a2b
PID: http://hdl.handle.net/11304/cd24c6c5-af32-4bb4-89a8-fe2637d4590f |
16.0 MB | Download |
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Checksum: md5:5ccb5d3a0f4a4b94502dd9ae3a64023c
PID: http://hdl.handle.net/11304/783acf4a-5f01-4306-a88b-435142dcecdf |
16.0 MB | Download |
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Checksum: md5:084205523d2145a780a6503a773c8c05
PID: http://hdl.handle.net/11304/4ea31387-fe8d-45c9-b089-99ee5efa5470 |
16.0 MB | Download |
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Checksum: md5:56a0d360915f288157592108bbef4caf
PID: http://hdl.handle.net/11304/04aec189-1ac4-46fc-ac27-352dd3aedac5 |
16.0 MB | Download |
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Checksum: md5:bef064c8e7309ffdc30e7fa1933b5bfd
PID: http://hdl.handle.net/11304/e04913d8-a827-413e-af75-35a8096796c3 |
16.0 MB | Download |
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Checksum: md5:cd786384eef8f5c1b008147f34822ed3
PID: http://hdl.handle.net/11304/8c7cb61d-cd3c-4423-a546-381825d943e4 |
16.0 MB | Download |
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Checksum: md5:8c870feaea770a378397bbc1d3768a5e
PID: http://hdl.handle.net/11304/312d5e0f-8b57-4a52-861a-5a954e50d68e |
16.0 MB | Download |
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Checksum: md5:b20814254c3869a35221685175101a18
PID: http://hdl.handle.net/11304/c7f4cebd-50a4-4800-b329-f559e51d83cb |
16.0 MB | Download |
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Checksum: md5:19802999d2280a12d22bac063d40ca47
PID: http://hdl.handle.net/11304/8dbafa64-9536-4162-80bb-4f51be4760b1 |
16.0 MB | Download |
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Checksum: md5:662b588a2c3502604713c03c2e367a01
PID: http://hdl.handle.net/11304/2570c8ae-c597-4cf2-abc8-a7c68b89a666 |
16.0 MB | Download |
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Checksum: md5:16c850b9242dea932c1614826a33d0e0
PID: http://hdl.handle.net/11304/d58b2e97-fa1e-49c6-8ec0-999b4fd6fac5 |
16.0 MB | Download |
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Checksum: md5:698e16516e2ef1926f48c0ea04b87647
PID: http://hdl.handle.net/11304/d2bb9100-3790-47ec-8d3d-1e8a280775bb |
16.0 MB | Download |
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Checksum: md5:176ff20187c954d93eb8b3abf4f06020
PID: http://hdl.handle.net/11304/68edf706-1fea-4e65-9599-10b0014aa071 |
16.0 MB | Download |
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Checksum: md5:6f2ef35146013d13df78b5026e713afa
PID: http://hdl.handle.net/11304/9c48de80-3d94-43fe-8945-1a4afd14a959 |
16.0 MB | Download |
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Checksum: md5:8122b78cc334b6a9138645412107ef84
PID: http://hdl.handle.net/11304/a52811ff-dc46-481c-8e94-cb5c7bc1a0e0 |
16.0 MB | Download |
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Checksum: md5:e86f2b08dbc4aa4968a28f8a6f51004e
PID: http://hdl.handle.net/11304/88f56e8b-2b0f-49b1-8bf2-ecb158a5f3e0 |
16.0 MB | Download |
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Checksum: md5:74902152b1ad1a52c89bae2ec14a1cf4
PID: http://hdl.handle.net/11304/e02f4bdb-2a7f-47bb-bf65-ca032b37c2e3 |
16.0 MB | Download |
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Checksum: md5:9f05cc42dbdbd85df5efaa0dbc3e53fd
PID: http://hdl.handle.net/11304/4d57ec97-9a1f-46f1-a22a-6be361198449 |
16.0 MB | Download |
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Checksum: md5:951ea912047c1dd12668dd067d38afe6
PID: http://hdl.handle.net/11304/1b8df40f-b0b1-4a2b-b6ac-0e4f6170503e |
16.0 MB | Download |
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Checksum: md5:1e09db35e6a5bca43ca1773259a50d58
PID: http://hdl.handle.net/11304/8ad8e1d2-aa1e-4d14-bf6b-de1f5736ee22 |
16.0 MB | Download |
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Checksum: md5:2627bc8b80207f257cdd9dcd1ad246cb
PID: http://hdl.handle.net/11304/7b398a34-a720-4313-bda0-d2bb116eccc8 |
16.0 MB | Download |
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Checksum: md5:33bd17d13fec65dc05fd7052c155aaa1
PID: http://hdl.handle.net/11304/0d4ed7ef-8b95-4ff5-9864-31d784932136 |
16.0 MB | Download |
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Checksum: md5:17465426ab36d05a70e8c1cdc1e39458
PID: http://hdl.handle.net/11304/c90e2c80-2a61-4a0b-881f-aa427b97b2ca |
16.0 MB | Download |
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Checksum: md5:6de21a487c8dbd3700f4394663383cb4
PID: http://hdl.handle.net/11304/54d54577-147d-4357-b1c6-0fe5d312fa3e |
16.0 MB | Download |
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Checksum: md5:234c48f75e6f67e67c45f420f7b614f0
PID: http://hdl.handle.net/11304/245e1b47-8159-4e56-9047-04174b0ef422 |
16.0 MB | Download |
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Checksum: md5:ece942b2bb5650018c0b3468f938f1a6
PID: http://hdl.handle.net/11304/fc5f5833-d3e0-4fc4-b627-0ab6be968a8d |
16.0 MB | Download |
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Checksum: md5:5498867f8fb394081ccd4aa8106bf933
PID: http://hdl.handle.net/11304/7b2a40c1-05cd-4973-a37b-9dd331d8ad36 |
16.0 MB | Download |
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Checksum: md5:89152df7fdb44097320b9ef439f8072e
PID: http://hdl.handle.net/11304/90e2473a-39ce-4f37-a3ac-231daa6b2ccf |
16.0 MB | Download |
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Checksum: md5:21f6163425da377ff12ccbcea4b46b7d
PID: http://hdl.handle.net/11304/8ad55c4a-eb5c-4e57-85ab-fb509b2135f9 |
16.0 MB | Download |
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Checksum: md5:e37a77f325650a07e82a8ea23e2c40f7
PID: http://hdl.handle.net/11304/04731cf0-6ee3-4a78-8caa-d07c2cdaac01 |
16.0 MB | Download |
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Checksum: md5:4b72c620ddad59c127c698f3e192c35a
PID: http://hdl.handle.net/11304/4d3c8b4d-8743-41a9-bf1f-c35235181164 |
16.0 MB | Download |
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Checksum: md5:fa8d58bfbfd12bbb7f9ead5f851c0130
PID: http://hdl.handle.net/11304/7871afe8-fd7d-44e0-8250-615ad38b438b |
16.0 MB | Download |
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Checksum: md5:a329bf4ccdc36bf1c7e92e14bae4e5f3
PID: http://hdl.handle.net/11304/66a3dce4-5ad6-4292-a4a0-fa3a3e620dee |
16.0 MB | Download |
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Checksum: md5:494874972e79a1cb88dc5f96e0dcea57
PID: http://hdl.handle.net/11304/a78643a5-7f7f-4f13-9663-a424089df8ea |
16.0 MB | Download |
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Checksum: md5:f0574a4986434e24289b88ef00aafd46
PID: http://hdl.handle.net/11304/153dd785-f6b7-4ec4-b271-d8067bccf2a1 |
16.0 MB | Download |
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Checksum: md5:940b97c3d699ba5fc1a6c5b182504868
PID: http://hdl.handle.net/11304/e9c429db-010e-42cb-bc97-3e0017a7aff6 |
16.0 MB | Download |
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Checksum: md5:021b55fcbd6284428e18ed08a390342b
PID: http://hdl.handle.net/11304/3c89a736-5f4d-426d-8d1e-04e1e81445dc |
16.0 MB | Download |
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Checksum: md5:9bcf8a26c10a5f24565deb4277cbb4ae
PID: http://hdl.handle.net/11304/33de3d4a-edab-42de-a7c1-7470955b540c |
16.0 MB | Download |
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Checksum: md5:b174970c21e4dc301239900e21607c4b
PID: http://hdl.handle.net/11304/0b3a21c3-bfaf-4310-8f60-957fb8df749c |
16.0 MB | Download |
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Checksum: md5:988c29ef32c8b0c857c3ac8d47abbbfa
PID: http://hdl.handle.net/11304/32d1a85d-227d-4860-86d4-6c21d6ca30ae |
16.0 MB | Download |
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Checksum: md5:0fbbc2f79983f9aa618170fe92a09516
PID: http://hdl.handle.net/11304/5075c8d5-1884-44bc-aab1-3fc5ced0a8f2 |
16.0 MB | Download |
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Checksum: md5:41b1487a87c61860bfe4d64990cb6d3b
PID: http://hdl.handle.net/11304/e2ad95d2-96bd-413a-841b-08180d7ec49c |
16.0 MB | Download |
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Checksum: md5:38391bd927f877195c80bd99d6b270da
PID: http://hdl.handle.net/11304/7753a08b-7457-4e80-baa0-ddcf8beb9b10 |
16.0 MB | Download |
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Checksum: md5:4a7b1ddd01907abf2620030cdf0a7f08
PID: http://hdl.handle.net/11304/2c3adbae-c918-487b-aa08-183158ec8c41 |
16.0 MB | Download |
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Checksum: md5:5f4698fb8c28ca9ff75aa586739c62f2
PID: http://hdl.handle.net/11304/1c67a5e8-ac72-41f2-853e-8663a8c0975d |
16.0 MB | Download |
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Checksum: md5:8e5f2812bec5fc85be7ccfc6ac6ef534
PID: http://hdl.handle.net/11304/cc9e3b6c-4dc7-41b1-805f-cf3bfe62daa0 |
16.0 MB | Download |
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Checksum: md5:5e3e0c0f92eb694ff5df90b35c220a92
PID: http://hdl.handle.net/11304/c6985a94-ced5-483f-a52d-6b2186df71b6 |
16.0 MB | Download |
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Checksum: md5:9dd772537c36b3ef240a9ef80adf308e
PID: http://hdl.handle.net/11304/3fb3c8a4-40c9-4108-a56a-108329748512 |
16.0 MB | Download |
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Checksum: md5:b7c7a33ba87b77fc3a82e419e9b87a78
PID: http://hdl.handle.net/11304/619c187e-7cea-469e-a585-f1ffb4dfc5fd |
16.0 MB | Download |
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Checksum: md5:b875f2f948059aeaca3148dbd295908a
PID: http://hdl.handle.net/11304/a09a5986-4278-4ef9-b247-8a0674f5dcfe |
16.0 MB | Download |
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Checksum: md5:c2388780ea1350db00c7198ffa053d48
PID: http://hdl.handle.net/11304/b2e767ca-7373-46ee-af41-90fe88ab4b8c |
16.0 MB | Download |
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Checksum: md5:712a8eb3dbcdd85d5e7829111a53d0dc
PID: http://hdl.handle.net/11304/b85565cc-a6e5-4bea-96c2-f27a70776e57 |
16.0 MB | Download |
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Checksum: md5:d4615c49e6cb9c782d6f58f60b2b557c
PID: http://hdl.handle.net/11304/194236ec-c069-4378-8221-f293ac0f9cae |
16.0 MB | Download |
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Checksum: md5:61e003d565bd7f204c362768138ac98f
PID: http://hdl.handle.net/11304/67f73242-5f47-48ed-a21b-bdbc96024505 |
16.0 MB | Download |
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Checksum: md5:660919328d63a968dc97523e9d1a991f
PID: http://hdl.handle.net/11304/4f0ed889-1c8f-40de-bbb6-734fd99c5b35 |
16.0 MB | Download |
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Checksum: md5:bf5dbdfe487e936cde3eb8855f952341
PID: http://hdl.handle.net/11304/c8cf4c0d-858d-4638-8ecd-e2075427c7de |
16.0 MB | Download |
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Checksum: md5:fd6950aba55699d7a43decc52ec6b2a1
PID: http://hdl.handle.net/11304/6db1c7b4-3e5a-4fba-a942-5623f6074e77 |
16.0 MB | Download |
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Checksum: md5:f609ae84afe4ff142e0334db72503d25
PID: http://hdl.handle.net/11304/2ff22763-4054-4a35-ae99-432ed2639af7 |
16.0 MB | Download |
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Checksum: md5:cc0adab01af43be8a4aac55a1d92ff7c
PID: http://hdl.handle.net/11304/12232976-502c-4788-a92e-b1bfcb156692 |
16.0 MB | Download |
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Checksum: md5:191ec7013225b27f8f1a85e23ab83b47
PID: http://hdl.handle.net/11304/df4fa989-94d3-49c6-ab71-c7f3a40620ce |
16.0 MB | Download |
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Checksum: md5:80d1277a466fc313a6fc05d44a7ec271
PID: http://hdl.handle.net/11304/fbd3f064-b23f-4611-a4bd-04cc8010dbc3 |
16.0 MB | Download |
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Checksum: md5:77b5d2887682c2aefa2151911a810c89
PID: http://hdl.handle.net/11304/318a67ec-105c-4ba7-a1a1-6c38263d5da2 |
16.0 MB | Download |
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Checksum: md5:c2e87f2cf1ec2af74ff2a25a2c2fd3a3
PID: http://hdl.handle.net/11304/23b17bc6-f59a-4bdd-bd83-919f9039d64d |
16.0 MB | Download |
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Checksum: md5:90e3768d0ab41288910ffa37a88f84be
PID: http://hdl.handle.net/11304/5a6e2166-d91e-44f2-a1f2-f84450592715 |
16.0 MB | Download |
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Checksum: md5:57f9d9d4de436ed5c80141ccd5c0d5e5
PID: http://hdl.handle.net/11304/1eadfb48-b2ba-4eb0-a55c-56d5b796fb9d |
16.0 MB | Download |
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Checksum: md5:15bbac1a46eabcf70bb95e17ed250368
PID: http://hdl.handle.net/11304/dc4a9dec-fa1b-45e2-b3ab-4bdad037363f |
16.0 MB | Download |
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Checksum: md5:19cdd4b3014fc905652868be6b521622
PID: http://hdl.handle.net/11304/f29dbb81-cefb-4687-a307-df09b295a1b0 |
16.0 MB | Download |
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Checksum: md5:6193c1efe2fd7f6a1067ecf3df02f082
PID: http://hdl.handle.net/11304/5c7d0552-ed5d-435b-b0c8-820c48b7fc75 |
16.0 MB | Download |
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Checksum: md5:fcd8f789c7fe13745d887e5656333637
PID: http://hdl.handle.net/11304/455e7a5b-e521-4eef-8bb6-9345747fd612 |
16.0 MB | Download |
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Checksum: md5:6e20922a2904403b1daaa454dd853f62
PID: http://hdl.handle.net/11304/f8d688c2-c0f8-48b5-93b9-f9907d1f3a5b |
16.0 MB | Download |
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Checksum: md5:566d0f241d2fbf6ce83f5dbd186998c7
PID: http://hdl.handle.net/11304/3ad9936c-4cf1-4911-995a-18169788fbb7 |
16.0 MB | Download |
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Checksum: md5:985b1ac21231cbbbb2b06b67ba1f5f0f
PID: http://hdl.handle.net/11304/43380538-f39c-465f-a7c6-53f07868c415 |
16.0 MB | Download |
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Checksum: md5:e1cd795e23c736e8eaa833b3ee089629
PID: http://hdl.handle.net/11304/2022ded6-f914-4fc9-911a-e5e67d6c0375 |
16.0 MB | Download |
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Checksum: md5:83275e526cc976dd7770bc578dd0b44b
PID: http://hdl.handle.net/11304/cdf8b16e-b12f-43ce-894e-2d029ae067ed |
16.0 MB | Download |
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Checksum: md5:e3ff69c2a8c86be8b597ce29f2dfea9e
PID: http://hdl.handle.net/11304/78eda6b2-a7b8-4a30-b278-640b81f15fd6 |
16.0 MB | Download |
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Checksum: md5:670811186dd201bf2c14a33b0bee98ca
PID: http://hdl.handle.net/11304/fa68ce79-fb6e-4ab4-8f56-6157088c7650 |
16.0 MB | Download |
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Checksum: md5:7b9cae885996d86f0bdf86797d1cee73
PID: http://hdl.handle.net/11304/5f401e4a-1289-4df5-9a98-8978cd553294 |
16.0 MB | Download |
Additional details
Identifiers
- B2SHARE Legacy Record ID
- 9f8c88758a0748c3a3c2468724ce245e
- B2SHARE Legacy Record ID
- 17083cd82e264e9cbd04263a5f03a71d