cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30884909
title: Raw outputs for Empirical Study: Lerche et al. (2020)

description: The folders contain all the raw output of the empirical study from the paper:<br>"Generalization in neural posterior estimation: Case studies with the racing diffusion model".<br><br>The structure of the folders is as follows:<br><br>- `experiment_*`: Study folder<br> - `rdm_*`: Study condition folder (e.g., rdm_simple refers to the default settings)<br> - `flow_matching`: Output related to neural posterior estimation (NPE)<br> - `checkpoints`: Includes a `model.keras` file that contains the checkpoint of the NPE<br> for this condition<br> - `metrics`: Aggregated metrics based on posterior samples from NPE and MCMC<br> - `npe_samples`: Raw posterior samples from NPE<br> - `mcmc_samples`: Raw posterior samples obtained from Markov chain Monte Carlo (MCMC)<br> - `test_data`: Empty<br><br>The names of the study conditions are as follows:<br>- `experiment_4`:<br> - `rdm_simple`: Default settings with `mu_v_slope=1.5` and `beta_b=0.15` (condition medium-fixed)<br> - `rdm_simple_lower`: Default settings with `mu_v_slope=2.5` and `beta_b=0.25` (condition lower-fixed)<br> - `rdm_simple_meta`: Default settings with `mu_v_slope~U(0.5, 2.5)` and `beta_b~U(0.05, 0.25)` (condition full-varying)<br> - `rdm_simple_lower`: Default settings with `mu_v_slope~U(0.5, 1.5)` and `beta_b~U(0.05, 0.15)` (condition lower-varying)<br> - `rdm_simple_upper`: Default settings with `mu_v_slope~U(1.5, 2.5)` and `beta_b~U(0.15, 0.25)` (condition upper-varying)<br> - `rdm_simple_upper`: Default settings with `mu_v_slope=0.5` and `beta_b=0.05` (condition upper-fixed)<br><br>All datasets and posterior samples are stored in HDF5 files. Aggregated statistics are stored in CSV format.
DOI: 10.6084/m9.figshare.30884909.v1
title: Raw outputs for Empirical Study: Lerche et al. (2020)

description: The folders contain all the raw output of the empirical study from the paper:<br>"Generalization in neural posterior estimation: Case studies with the racing diffusion model".<br><br>The structure of the folders is as follows:<br><br>- `experiment_*`: Study folder<br> - `rdm_*`: Study condition folder (e.g., rdm_simple refers to the default settings)<br> - `flow_matching`: Output related to neural posterior estimation (NPE)<br> - `checkpoints`: Includes a `model.keras` file that contains the checkpoint of the NPE<br> for this condition<br> - `metrics`: Aggregated metrics based on posterior samples from NPE and MCMC<br> - `npe_samples`: Raw posterior samples from NPE<br> - `mcmc_samples`: Raw posterior samples obtained from Markov chain Monte Carlo (MCMC)<br> - `test_data`: Empty<br><br>The names of the study conditions are as follows:<br>- `experiment_4`:<br> - `rdm_simple`: Default settings with `mu_v_slope=1.5` and `beta_b=0.15` (condition medium-fixed)<br> - `rdm_simple_lower`: Default settings with `mu_v_slope=2.5` and `beta_b=0.25` (condition lower-fixed)<br> - `rdm_simple_meta`: Default settings with `mu_v_slope~U(0.5, 2.5)` and `beta_b~U(0.05, 0.25)` (condition full-varying)<br> - `rdm_simple_lower`: Default settings with `mu_v_slope~U(0.5, 1.5)` and `beta_b~U(0.05, 0.15)` (condition lower-varying)<br> - `rdm_simple_upper`: Default settings with `mu_v_slope~U(1.5, 2.5)` and `beta_b~U(0.15, 0.25)` (condition upper-varying)<br> - `rdm_simple_upper`: Default settings with `mu_v_slope=0.5` and `beta_b=0.05` (condition upper-fixed)<br><br>All datasets and posterior samples are stored in HDF5 files. Aggregated statistics are stored in CSV format.
DOI: 10.13130/rd_unimi/pddrps/gihcbx
title: Agosto_1937_Pagina_187.jpg

description: Bulletin of 1937/08/19
DOI: 10.13130/rd_unimi/pddrps/ods8zd
title: Agosto_1937_Pagina_189.jpg

description: Bulletin of 1937/08/19
DOI: 10.13130/rd_unimi/pddrps/wck4f6
title: Agosto_1937_Pagina_188.jpg

description: Bulletin of 1937/08/19
DOI: 10.13130/rd_unimi/pddrps/umwicv
title: Agosto_1937_Pagina_190.jpg

description: Bulletin of 1937/08/19
DOI: 10.13130/rd_unimi/pddrps/dkxqwn
title: Agosto_1937_Pagina_191.jpg

description: Bulletin of 1937/08/20
DOI: 10.13130/rd_unimi/pddrps/hmb2iw
title: Agosto_1937_Pagina_193.jpg

description: Bulletin of 1937/08/20
DOI: 10.13130/rd_unimi/pddrps/k5xvjw
title: Agosto_1937_Pagina_192.jpg

description: Bulletin of 1937/08/20
DOI: 10.13130/rd_unimi/pddrps/5hdxgn
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description: Bulletin of 1937/08/20
DOI: 10.13130/rd_unimi/pddrps/ruggbt
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description: Bulletin of 1937/08/20
DOI: 10.13130/rd_unimi/pddrps/ofa5pa
title: Agosto_1937_Pagina_196.jpg

description: Bulletin of 1937/08/20
DOI: 10.13130/rd_unimi/pddrps/hzrxu6
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description: Bulletin of 1937/08/20
DOI: 10.13130/rd_unimi/pddrps/ocgkk5
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description: Bulletin of 1937/08/20
DOI: 10.13130/rd_unimi/pddrps/wlfdnk
title: Agosto_1937_Pagina_199.jpg

description: Bulletin of 1937/08/20
DOI: 10.13130/rd_unimi/pddrps/rcz8se
title: Agosto_1937_Pagina_200.jpg

description: Bulletin of 1937/08/20
DOI: 10.13130/rd_unimi/pddrps/yuwqgd
title: Agosto_1937_Pagina_201.jpg

description: Bulletin of 1937/08/21
DOI: 10.13130/rd_unimi/pddrps/torf1z
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description: Bulletin of 1937/08/21
DOI: 10.13130/rd_unimi/pddrps/orwiob
title: Agosto_1937_Pagina_203.jpg

description: Bulletin of 1937/08/21
DOI: 10.13130/rd_unimi/pddrps/xm3xxh
title: Agosto_1937_Pagina_204.jpg

description: Bulletin of 1937/08/21
DOI: 10.13130/rd_unimi/pddrps/oddirt
title: Agosto_1937_Pagina_205.jpg

description: Bulletin of 1937/08/21
DOI: 10.13130/rd_unimi/pddrps/0vk1c6
title: Agosto_1937_Pagina_206.jpg

description: Bulletin of 1937/08/21
DOI: 10.13130/rd_unimi/pddrps/a8wat3
title: Agosto_1937_Pagina_207.jpg

description: Bulletin of 1937/08/21
DOI: 10.13130/rd_unimi/pddrps/akgw4m
title: Agosto_1937_Pagina_208.jpg

description: Bulletin of 1937/08/21
DOI: 10.13130/rd_unimi/pddrps/oumecx
title: Agosto_1937_Pagina_209.jpg

description: Bulletin of 1937/08/21
DOI: 10.13130/rd_unimi/pddrps/w6mbnm
title: Agosto_1937_Pagina_210.jpg

description: Bulletin of 1937/08/21
DOI: 10.13130/rd_unimi/pddrps/haclvx
title: Agosto_1937_Pagina_211.jpg

description: Bulletin of 1937/08/22
DOI: 10.13130/rd_unimi/pddrps/luxij0
title: Agosto_1937_Pagina_212.jpg

description: Bulletin of 1937/08/22
DOI: 10.13130/rd_unimi/pddrps/n0plgn
title: Agosto_1937_Pagina_213.jpg

description: Bulletin of 1937/08/22
DOI: 10.13130/rd_unimi/pddrps/pyex3e
title: Agosto_1937_Pagina_215.jpg

description: Bulletin of 1937/08/22
DOI: 10.13130/rd_unimi/pddrps/srdjur
title: Agosto_1937_Pagina_214.jpg

description: Bulletin of 1937/08/22
DOI: 10.13130/rd_unimi/pddrps/nub7xg
title: Agosto_1937_Pagina_216.jpg

description: Bulletin of 1937/08/22
DOI: 10.13130/rd_unimi/pddrps/5iqw2v
title: Agosto_1937_Pagina_217.jpg

description: Bulletin of 1937/08/22
DOI: 10.13130/rd_unimi/pddrps/qlfgbk
title: Agosto_1937_Pagina_218.jpg

description: Bulletin of 1937/08/22
DOI: 10.13130/rd_unimi/pddrps/3mqlxt
title: Agosto_1937_Pagina_219.jpg

description: Bulletin of 1937/08/22
DOI: 10.13130/rd_unimi/pddrps/29camk
title: Agosto_1937_Pagina_220.jpg

description: Bulletin of 1937/08/22
DOI: 10.13130/rd_unimi/pddrps/itmbux
title: Agosto_1937_Pagina_221.jpg

description: Bulletin of 1937/08/23
DOI: 10.13130/rd_unimi/pddrps/oul1yv
title: Agosto_1937_Pagina_222.jpg

description: Bulletin of 1937/08/23
DOI: 10.13130/rd_unimi/pddrps/xs5dgj
title: Agosto_1937_Pagina_223.jpg

description: Bulletin of 1937/08/23
DOI: 10.13130/rd_unimi/pddrps/cygs55
title: Agosto_1937_Pagina_224.jpg

description: Bulletin of 1937/08/23
DOI: 10.13130/rd_unimi/pddrps/xxr2fn
title: Agosto_1937_Pagina_225.jpg

description: Bulletin of 1937/08/23
DOI: 10.25574/26579
title: Chandra X-ray Observatory ObsId 26579

description: A Test to Establish that SS 433 is an Ultraluminous X-ray Source
DOI: 10.13130/rd_unimi/pddrps/7mmgdj
title: Agosto_1937_Pagina_226.jpg

description: Bulletin of 1937/08/23
DOI: 10.13130/rd_unimi/pddrps/bzrky2
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description: Bulletin of 1937/08/23
DOI: 10.13130/rd_unimi/pddrps/zezwmb
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description: Bulletin of 1937/08/23
DOI: 10.13130/rd_unimi/pddrps/xkspmm
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description: Bulletin of 1937/08/23
DOI: 10.13130/rd_unimi/pddrps/f2xlr6
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description: Bulletin of 1937/08/23
DOI: 10.13130/rd_unimi/pddrps/aqurwo
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description: Bulletin of 1937/08/24
DOI: 10.13130/rd_unimi/pddrps/9zucmn
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description: Bulletin of 1937/08/24
DOI: 10.13130/rd_unimi/pddrps/ap8n9g
title: Agosto_1937_Pagina_232.jpg

description: Bulletin of 1937/08/24
DOI: 10.13130/rd_unimi/pddrps/teevjn
title: Agosto_1937_Pagina_234.jpg

description: Bulletin of 1937/08/24
DOI: 10.13130/rd_unimi/pddrps/ypw2kt
title: Agosto_1937_Pagina_235.jpg

description: Bulletin of 1937/08/24
DOI: 10.13130/rd_unimi/pddrps/k9fuoa
title: Agosto_1937_Pagina_236.jpg

description: Bulletin of 1937/08/24
DOI: 10.13130/rd_unimi/pddrps/2xhzgs
title: Agosto_1937_Pagina_238.jpg

description: Bulletin of 1937/08/24
DOI: 10.13130/rd_unimi/pddrps/ec5qmp
title: Agosto_1937_Pagina_237.jpg

description: Bulletin of 1937/08/24
DOI: 10.13130/rd_unimi/pddrps/70yfgk
title: Agosto_1937_Pagina_239.jpg

description: Bulletin of 1937/08/24
DOI: 10.13130/rd_unimi/pddrps/memr0m
title: Agosto_1937_Pagina_240.jpg

description: Bulletin of 1937/08/24
DOI: 10.13130/rd_unimi/pddrps/rkpwyi
title: Agosto_1937_Pagina_241.jpg

description: Bulletin of 1937/08/25
DOI: 10.13130/rd_unimi/pddrps/ziubyr
title: Agosto_1937_Pagina_242.jpg

description: Bulletin of 1937/08/25
DOI: 10.13130/rd_unimi/pddrps/72p0rg
title: Agosto_1937_Pagina_243.jpg

description: Bulletin of 1937/08/25
DOI: 10.13130/rd_unimi/pddrps/bdyx2f
title: Agosto_1937_Pagina_244.jpg

description: Bulletin of 1937/08/25
DOI: 10.13130/rd_unimi/pddrps/of3tui
title: Agosto_1937_Pagina_245.jpg

description: Bulletin of 1937/08/25
DOI: 10.13130/rd_unimi/pddrps/qhhg79
title: Agosto_1937_Pagina_246.jpg

description: Bulletin of 1937/08/25
DOI: 10.13130/rd_unimi/pddrps/ls0zfo
title: Agosto_1937_Pagina_247.jpg

description: Bulletin of 1937/08/25
DOI: 10.13130/rd_unimi/pddrps/zqdjlm
title: Agosto_1937_Pagina_248.jpg

description: Bulletin of 1937/08/25
DOI: 10.13130/rd_unimi/pddrps/l1rmqg
title: Agosto_1937_Pagina_249.jpg

description: Bulletin of 1937/08/25
DOI: 10.13130/rd_unimi/pddrps/tg2csu
title: Agosto_1937_Pagina_250.jpg

description: Bulletin of 1937/08/25
DOI: 10.13130/rd_unimi/pddrps/oxwnu1
title: Agosto_1937_Pagina_251.jpg

description: Bulletin of 1937/08/26
DOI: 10.13130/rd_unimi/pddrps/7s6mmo
title: Agosto_1937_Pagina_252.jpg

description: Bulletin of 1937/08/26
DOI: 10.13130/rd_unimi/pddrps/iwx59e
title: Agosto_1937_Pagina_253.jpg

description: Bulletin of 1937/08/26
DOI: 10.13130/rd_unimi/pddrps/p6vz0j
title: Agosto_1937_Pagina_254.jpg

description: Bulletin of 1937/08/26
DOI: 10.13130/rd_unimi/pddrps/6zrilc
title: Agosto_1937_Pagina_255.jpg

description: Bulletin of 1937/08/26
DOI: 10.13130/rd_unimi/pddrps/bthu3v
title: Agosto_1937_Pagina_256.jpg

description: Bulletin of 1937/08/26
DOI: 10.13130/rd_unimi/pddrps/jqhisu
title: Agosto_1937_Pagina_257.jpg

description: Bulletin of 1937/08/26
DOI: 10.13130/rd_unimi/pddrps/bztsc1
title: Agosto_1937_Pagina_258.jpg

description: Bulletin of 1937/08/26
DOI: 10.13130/rd_unimi/pddrps/ecyjwh
title: Agosto_1937_Pagina_260.jpg

description: Bulletin of 1937/08/26
DOI: 10.13130/rd_unimi/pddrps/xihquh
title: Agosto_1937_Pagina_259.jpg

description: Bulletin of 1937/08/26
DOI: 10.13130/rd_unimi/pddrps/atq8yn
title: Agosto_1937_Pagina_261.jpg

description: Bulletin of 1937/08/27
DOI: 10.13130/rd_unimi/pddrps/3swjry
title: Agosto_1937_Pagina_262.jpg

description: Bulletin of 1937/08/27
DOI: 10.13130/rd_unimi/pddrps/v9h3ek
title: Agosto_1937_Pagina_263.jpg

description: Bulletin of 1937/08/27
DOI: 10.13130/rd_unimi/pddrps/9fldpv
title: Agosto_1937_Pagina_265.jpg

description: Bulletin of 1937/08/27
DOI: 10.13130/rd_unimi/pddrps/cn4sk1
title: Agosto_1937_Pagina_264.jpg

description: Bulletin of 1937/08/27
DOI: 10.13130/rd_unimi/pddrps/hzw8fb
title: Agosto_1937_Pagina_266.jpg

description: Bulletin of 1937/08/27
DOI: 10.13130/rd_unimi/pddrps/psvl94
title: Agosto_1937_Pagina_267.jpg

description: Bulletin of 1937/08/27
DOI: 10.25625/hmpwnj/qjxvyl
title: Ostner et al_EyeBlinkData.tab

description: Eye blink rate coded from video recordings of adult females in different activities. File has one sheet with description of data frame.
DOI: 10.13130/rd_unimi/pddrps/ynpfor
title: Agosto_1937_Pagina_268.jpg

description: Bulletin of 1937/08/27
DOI: 10.25625/hmpwnj/1p4hte
title: Ostner et al_EloScores.tab

description: Dominance scores calculated with Elo ranking from decided dyadic agonistic conflicts with a clear winner and loser. Collected via ad libitum sampling. Values are for all adult individuals from the study group.
DOI: 10.25625/hmpwnj/kot6ag
title: Ostner et al_DSI.xlsx

description: Matrix with dyadic sociality indices calculated from observation data collected with instantaneous group scans. Values are for all adult individuals from the study group.
DOI: 10.13130/rd_unimi/pddrps/6w5c8w
title: Agosto_1937_Pagina_269.jpg

description: Bulletin of 1937/08/27
DOI: 10.13130/rd_unimi/pddrps/8gq0r1
title: Agosto_1937_Pagina_270.jpg

description: Bulletin of 1937/08/27
DOI: 10.13130/rd_unimi/pddrps/3cpjyr
title: Agosto_1937_Pagina_271.jpg

description: Bulletin of 1937/08/28
DOI: 10.13130/rd_unimi/pddrps/z7xgbr
title: Agosto_1937_Pagina_272.jpg

description: Bulletin of 1937/08/28
DOI: 10.13130/rd_unimi/pddrps/zewnhb
title: Agosto_1937_Pagina_273.jpg

description: Bulletin of 1937/08/28
DOI: 10.13130/rd_unimi/pddrps/jkw0sd
title: Agosto_1937_Pagina_274.jpg

description: Bulletin of 1937/08/28
DOI: 10.13130/rd_unimi/pddrps/eawpqv
title: Agosto_1937_Pagina_275.jpg

description: Bulletin of 1937/08/28
DOI: 10.13130/rd_unimi/pddrps/690m8h
title: Agosto_1937_Pagina_276.jpg

description: Bulletin of 1937/08/28
DOI: 10.13130/rd_unimi/pddrps/dwlzpr
title: Agosto_1937_Pagina_277.jpg

description: Bulletin of 1937/08/28
DOI: 10.13130/rd_unimi/pddrps/v2mvxa
title: Agosto_1937_Pagina_278.jpg

description: Bulletin of 1937/08/28
DOI: 10.13130/rd_unimi/pddrps/zkprj0
title: Agosto_1937_Pagina_279.jpg

description: Bulletin of 1937/08/28
DOI: 10.13130/rd_unimi/pddrps/cmtfk1
title: Agosto_1937_Pagina_280.jpg

description: Bulletin of 1937/08/28
DOI: 10.25625/hmpwnj/arq2gb
title: Ostner et al_EyeBlinkData_updated.tab

description: dataset was updated during manuscript revision process
DOI: 10.13130/rd_unimi/pddrps/58nwoz
title: Agosto_1937_Pagina_281.jpg

description: Bulletin of 1937/08/29
DOI: 10.25625/hmpwnj
title: Replication data for "Spontaneous eye blinking is influenced by activity, synchronized with attentional breakpoints, but not modulated by social relevance in Barbary macaques"

description: Data for replication of analyses in a manuscript to be submitted in the following days.
DOI: 10.25625/hmpwnj/ximqs2
title: age_group H.tab

description: data on age in years for all individuals in the study group H added during revision of the manuscript
DOI: 10.13130/rd_unimi/pddrps/vvzpyf
title: Agosto_1937_Pagina_282.jpg

description: Bulletin of 1937/08/29
DOI: 10.13130/rd_unimi/pddrps/1krg6k
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description: Bulletin of 1937/08/29
DOI: 10.13130/rd_unimi/pddrps/6pijpf
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description: Bulletin of 1937/08/29
DOI: 10.13130/rd_unimi/pddrps/aqys6l
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description: Bulletin of 1937/08/29
DOI: 10.13130/rd_unimi/pddrps/uoxhmf
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description: Bulletin of 1937/08/29
DOI: 10.13130/rd_unimi/pddrps/ch0pie
title: Agosto_1937_Pagina_287.jpg

description: Bulletin of 1937/08/29
DOI: 10.13130/rd_unimi/pddrps/qcnhfi
title: Agosto_1937_Pagina_288.jpg

description: Bulletin of 1937/08/29
DOI: 10.13130/rd_unimi/pddrps/tv8ikq
title: Agosto_1937_Pagina_289.jpg

description: Bulletin of 1937/08/29
DOI: 10.13130/rd_unimi/pddrps/jqahs9
title: Agosto_1937_Pagina_291.jpg

description: Bulletin of 1937/08/30
DOI: 10.13130/rd_unimi/pddrps/zy83q4
title: Agosto_1937_Pagina_290.jpg

description: Bulletin of 1937/08/29
DOI: 10.13130/rd_unimi/pddrps/rqqqnt
title: Agosto_1937_Pagina_292.jpg

description: Bulletin of 1937/08/30
DOI: 10.13130/rd_unimi/pddrps/syl1xw
title: Agosto_1937_Pagina_293.jpg

description: Bulletin of 1937/08/30
DOI: 10.13130/rd_unimi/pddrps/0cxxrq
title: Agosto_1937_Pagina_294.jpg

description: Bulletin of 1937/08/30
DOI: 10.13130/rd_unimi/pddrps/7umoyh
title: Agosto_1937_Pagina_295.jpg

description: Bulletin of 1937/08/30
DOI: 10.13130/rd_unimi/pddrps/cyfe9j
title: Agosto_1937_Pagina_296.jpg

description: Bulletin of 1937/08/30
DOI: 10.13130/rd_unimi/pddrps/97ewzu
title: Agosto_1937_Pagina_297.jpg

description: Bulletin of 1937/08/30
DOI: 10.13130/rd_unimi/pddrps/wbgotr
title: Agosto_1937_Pagina_298.jpg

description: Bulletin of 1937/08/30
DOI: 10.13130/rd_unimi/pddrps/f9izn6
title: Agosto_1937_Pagina_299.jpg

description: Bulletin of 1937/08/30
DOI: 10.13130/rd_unimi/pddrps/tx2pjw
title: Agosto_1937_Pagina_300.jpg

description: Bulletin of 1937/08/30
DOI: 10.13130/rd_unimi/pddrps/ggac0h
title: Agosto_1937_Pagina_301.jpg

description: Bulletin of 1937/08/31
DOI: 10.13130/rd_unimi/pddrps/xe01qo
title: Agosto_1937_Pagina_302.jpg

description: Bulletin of 1937/08/31
DOI: 10.13130/rd_unimi/pddrps/vfgrcd
title: Agosto_1937_Pagina_303.jpg

description: Bulletin of 1937/08/31
DOI: 10.13130/rd_unimi/pddrps/8inoc6
title: Agosto_1937_Pagina_305.jpg

description: Bulletin of 1937/08/31
DOI: 10.13130/rd_unimi/pddrps/fcd39b
title: Agosto_1937_Pagina_304.jpg

description: Bulletin of 1937/08/31
DOI: 10.13130/rd_unimi/pddrps/a5qhdg
title: Agosto_1937_Pagina_306.jpg

description: Bulletin of 1937/08/31
DOI: 10.2908/nrg_ind_342m
title: Supply electricity - short term monthly data
title: Approvisionnement de l'électricité - données mensuelles court terme
title: Versorgung - Elektrizität - Kurzzeitmonatsdaten
DOI: 10.2908/nrg_ind_343m
title: Supply natural gas - short term monthly data
title: Approvisionnement de gaz naturel - données mensuelles court terme
title: Versorgung - Naturgas - Kurzzeitmonatsdaten
DOI: 10.13130/rd_unimi/pddrps/sactgx
title: Agosto_1937_Pagina_307.jpg

description: Bulletin of 1937/08/31
DOI: 10.2908/nrg_jodi
title: Supply oil - short term monthly data
title: Approvisionnement de pétrole - données mensuelles court terme
title: Versorgung - Erdöl - Kurzzeitmonatsdaten
DOI: 10.13130/rd_unimi/pddrps/cxumym
title: Agosto_1937_Pagina_308.jpg

description: Bulletin of 1937/08/31
DOI: 10.13130/rd_unimi/pddrps/hwdady
title: Agosto_1937_Pagina_310.jpg

description: Bulletin of 1937/08/31
DOI: 10.13130/rd_unimi/pddrps/pnp8b7
title: Agosto_1937_Pagina_309.jpg

description: Bulletin of 1937/08/31
DOI: 10.13130/rd_unimi/pddrps/rbk4wb
title: Aprile_1937_Pagina_001.jpg

description: Bulletin of 1937/04/01
DOI: 10.13130/rd_unimi/pddrps/n9n9dr
title: Aprile_1937_Pagina_002.jpg

description: Bulletin of 1937/04/01
DOI: 10.13130/rd_unimi/pddrps/g4acjc
title: Aprile_1937_Pagina_003.jpg

description: Bulletin of 1937/04/01
DOI: 10.13130/rd_unimi/pddrps/ssph72
title: Aprile_1937_Pagina_004.jpg

description: Bulletin of 1937/04/01
DOI: 10.13130/rd_unimi/pddrps/383wpq
title: Aprile_1937_Pagina_005.jpg

description: Bulletin of 1937/04/01
DOI: 10.13130/rd_unimi/pddrps/hanhji
title: Aprile_1937_Pagina_006.jpg

description: Bulletin of 1937/04/01
DOI: 10.13130/rd_unimi/pddrps/zwbyaq
title: Aprile_1937_Pagina_007.jpg

description: Bulletin of 1937/04/01
DOI: 10.13130/rd_unimi/pddrps/nyhgbc
title: Aprile_1937_Pagina_008.jpg

description: Bulletin of 1937/04/01
DOI: 10.13130/rd_unimi/pddrps/7y36zg
title: Aprile_1937_Pagina_009.jpg

description: Bulletin of 1937/04/01
DOI: 10.13130/rd_unimi/pddrps/taeudm
title: Aprile_1937_Pagina_010.jpg

description: Bulletin of 1937/04/01
DOI: 10.13130/rd_unimi/pddrps/i1hzha
title: Aprile_1937_Pagina_012.jpg

description: Bulletin of 1937/04/02
DOI: 10.13130/rd_unimi/pddrps/r3rmos
title: Aprile_1937_Pagina_011.jpg

description: Bulletin of 1937/04/02
DOI: 10.13130/rd_unimi/pddrps/1huwds
title: Aprile_1937_Pagina_013.jpg

description: Bulletin of 1937/04/02
DOI: 10.13130/rd_unimi/pddrps/f0uzwr
title: Aprile_1937_Pagina_014.jpg

description: Bulletin of 1937/04/02
DOI: 10.13130/rd_unimi/pddrps/iwo9ld
title: Aprile_1937_Pagina_015.jpg

description: Bulletin of 1937/04/02
DOI: 10.13130/rd_unimi/pddrps/ewvkhh
title: Aprile_1937_Pagina_016.jpg

description: Bulletin of 1937/04/02
DOI: 10.13130/rd_unimi/pddrps/geq4im
title: Aprile_1937_Pagina_017.jpg

description: Bulletin of 1937/04/02
DOI: 10.13130/rd_unimi/pddrps/kvigty
title: Aprile_1937_Pagina_018.jpg

description: Bulletin of 1937/04/02
DOI: 10.13130/rd_unimi/pddrps/bkueaz
title: Aprile_1937_Pagina_019.jpg

description: Bulletin of 1937/04/02
DOI: 10.13130/rd_unimi/pddrps/s6w5lt
title: Aprile_1937_Pagina_020.jpg

description: Bulletin of 1937/04/02
DOI: 10.13130/rd_unimi/pddrps/vuim29
title: Aprile_1937_Pagina_021.jpg

description: Bulletin of 1937/04/03
DOI: 10.5880/g3p.2024.001
title: Global Gravity-based Groundwater Product (G3P)

description: The Global Gravity-based Groundwater Product (G3P) provides groundwater storage anomalies (GWSA) from a cross-cutting combination of GRACE/GRACE-FO-based terrestrial water storage (TWS) and storage compartments of the water cycle (WSCs) that are part of the Copernicus portfolio. The data set comprises gridded anomalies of groundwater, TWS, and the WSCs glacier, snow, soil moisture and surface water bodies plus layers containing uncertainty information for the individual data products. All WSCs are spatially filtered with a Gaussian filter to be compatible with TWS. Spatial coverage is global, except Greenland and Antarctica, with 0.5-degree resolution. Temporal coverage is from April 2002 to September 2023 with monthly temporal resolution. Gridded data sets are available as NetCDF files containing variables for the parameter value as anomaly in mm equivalent water height and the parameter’s uncertainty as mm equivalent water height. 
 
The latest version of the data is visualized at the GravIS portal: https://gravis.gfz-potsdam.de/gws. From GravIS, the data is also available as area averages for several large river basins and aquifers, as well as for climatically similar regions. 
 
G3P was funded by the EU Horizon 2020 programme in response to the call LC-SPACE-04-EO-2019-2020 “Copernicus evolution – Research activities in support of cross-cutting applications between Copernicus services” under grant agreement No. 870353. 
 
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Version History: 
 
10 March 2023: Release of Version v1.11. That version is the initial release of the data (Güntner et al., 2023; https://doi.org/10.5880/G3P.2023.001) 
 
(DATE TO BE ADDED) Release of Version v1.12. Temporal coverage has been extended until September 2023.
DOI: 10.13130/rd_unimi/pddrps/x0gxmz
title: Aprile_1937_Pagina_022.jpg

description: Bulletin of 1937/04/03
DOI: 10.13130/rd_unimi/pddrps/g1xfdj
title: Aprile_1937_Pagina_024.jpg

description: Bulletin of 1937/04/03
DOI: 10.13130/rd_unimi/pddrps/mz2lc6
title: Aprile_1937_Pagina_023.jpg

description: Bulletin of 1937/04/03
DOI: 10.13130/rd_unimi/pddrps/hca4aj
title: Aprile_1937_Pagina_025.jpg

description: Bulletin of 1937/04/03
DOI: 10.13130/rd_unimi/pddrps/glcr1f
title: Aprile_1937_Pagina_026.jpg

description: Bulletin of 1937/04/03
DOI: 10.13130/rd_unimi/pddrps/9g9thq
title: Aprile_1937_Pagina_027.jpg

description: Bulletin of 1937/04/03
DOI: 10.13130/rd_unimi/pddrps/9wckks
title: Aprile_1937_Pagina_028.jpg

description: Bulletin of 1937/04/03
DOI: 10.13130/rd_unimi/pddrps/zqycy2
title: Aprile_1937_Pagina_029.jpg

description: Bulletin of 1937/04/03
DOI: 10.13130/rd_unimi/pddrps/4lmpfs
title: Aprile_1937_Pagina_030.jpg

description: Bulletin of 1937/04/03
DOI: 10.13130/rd_unimi/pddrps/cos1xc
title: Aprile_1937_Pagina_031.jpg

description: Bulletin of 1937/04/04
DOI: 10.13130/rd_unimi/pddrps/vfdfab
title: Aprile_1937_Pagina_032.jpg

description: Bulletin of 1937/04/04