AndreaBozzo/ceres-open-data-index huggingface dataset:
SPM LTDS Appendix 6 Connection Activity (Table 6) 11kV

The "SPM LTDS Appendix 6 Connection Activity (Table 6) 11kV" data table provides details of connection applications and budget estimate offers made, together with an indication of the source Grid Supply Point (GSP) substation. Click [here] to access our full Long Term Development Statements for both SP Distribution (SPD) & SP Manweb (SPM). The table gives the following information: 1. Total number of requests received in previous year for demand 2. Total capacity of requests received in previous year for demand 3. Total number of requests received in previous year for generation 4. Total capacity of requests received in previous year for generation For additional information on column definitions, please click on the Dataset schema link below. ### Disclaimer Whilst all reasonable care has been taken in the preparation of this data, SP Energy Networks does not accept any responsibility or liability for the accuracy or completeness of this data, and is not liable for any loss that may be attributed to the use of this data. For the avoidance of doubt, this data should not be used for safety critical purposes without the use of appropriate safety checks and services e.g. LineSearchBeforeUDig etc. Please raise any potential issues with the data which you have received via the feedback form available at the Feedback tab above (must be logged in to see this). ### Data Triage As part of our commitment to enhancing the transparency, and accessibility of the data we share, we publish the results of our Data Triage process. Our Data Triage documentation includes our Risk Assessments; detailing any controls we have implemented to prevent exposure of sensitive information. Click [here]to access the Data Triage documentation for the Long Term Development Statement dataset. To access our full suite of Data Triage documentation, visit [the SP Energy Networks Data & Information page]. [Download dataset metadata (JSON)]
SPM LTDS Appendix 6 Connection Activity (Table 6) 132kV

The "SPM LTDS Appendix 6 Connection Activity (Table 6) 132kV)" data table provides details of connection applications and budget estimate offers made, together with an indication of the source Grid Supply Point (GSP) substation. Click [here] to access our full Long Term Development Statements for both SPD & SPM. The table gives the following information: 1. Total number of requests received in previous year for demand 2. Total capacity of requests received in previous year for demand 3. Total number of requests received in previous year for generation 4. Total capacity of requests received in previous year for generation For additional information on column definitions, please click on the Dataset schema link below. ### Disclaimer Whilst all reasonable care has been taken in the preparation of this data, SP Energy Networks does not accept any responsibility or liability for the accuracy or completeness of this data, and is not liable for any loss that may be attributed to the use of this data. For the avoidance of doubt, this data should not be used for safety critical purposes without the use of appropriate safety checks and services e.g. LineSearchBeforeUDig etc. Please raise any potential issues with the data which you have received via the feedback form available at the Feedback tab above (must be logged in to see this). ### Data Triage As part of our commitment to enhancing the transparency, and accessibility of the data we share, we publish the results of our Data Triage process. Our Data Triage documentation includes our Risk Assessments; detailing any controls we have implemented to prevent exposure of sensitive information. Click [here]to access the Data Triage documentation for the Long Term Development Statement dataset. To access our full suite of Data Triage documentation, visit [the SP Energy Networks Data & Information page]. [Download dataset metadata (JSON)]
SPM LTDS Appendix 5 Embedded Generation (Table 5)

The "SPM LTDS Appendix 5 Embedded Generation (Table 5)" data table provides details of generation embedded within the distribution system, together with an indication of the source Grid Supply Point (GSP) substation. Click [here] to access our full Long Term Development Statements for both SP Distribution (SPD) & SP Manweb (SPM). The table gives the following information: 1. Installed capacity for the specified site 2. Fuel type for the site 3. Whether generation has been connected or accepted to connect For additional information on column definitions, please click on the Dataset schema link below. ### Disclaimer Whilst all reasonable care has been taken in the preparation of this data, SP Energy Networks does not accept any responsibility or liability for the accuracy or completeness of this data, and is not liable for any loss that may be attributed to the use of this data. For the avoidance of doubt, this data should not be used for safety critical purposes without the use of appropriate safety checks and services e.g. LineSearchBeforeUDig etc. Please raise any potential issues with the data which you have received via the feedback form available at the Feedback tab above (must be logged in to see this). ### Data Triage As part of our commitment to enhancing the transparency, and accessibility of the data we share, we publish the results of our Data Triage process. Our Data Triage documentation includes our Risk Assessments; detailing any controls we have implemented to prevent exposure of sensitive information. Click [here]to access the Data Triage documentation for the Long Term Development Statement dataset. To access our full suite of Data Triage documentation, visit [the SP Energy Networks Data & Information page]. [Download dataset metadata (JSON)]
JB01 - Aantal goedgekeurde dossiers Jobbonus per refertejaar

Evolutie aantal goedgekeurde JB (Jobbonus)-dossiers, geaggregeerd per jaar en uitgesplitst volgens de volgende kenmerken: leeftijdsklasse, provincie, zetelgegevens werkgever en statuut werknemer. In het geval van meerdere werkgevers, wordt de werkgever die de grootste bezoldiging aan de werknemer heeft uitgekeerd tijdens het refertejaar meegegeven. Goed om te weten * Deze lijsten zijn geaggregeerd waardoor bijvoorbeeld één record niet automatisch gelijk is aan één dossier. Hou bij de interpretatie van deze gegevens dus steeds rekening met dit geaggregeerd gegeven. * Eén dossier komt overeen met 1 werknemer.
SPM LTDS Appendix 8 Predicted Changes (Table 8)

The "SPM LTDS Appendix 8 Predicted Changes (Table 8)" data table outlines the development opportunities for the SP Manweb (SPM) network, highlighting connection opportunities for generation and load as provided in Appendix 8: Predicted Changes (Table 8). Click [here] to access our full Long Term Development Statements for both SP Distribution (SPD) & SP Manweb (SPM). The table gives the following information: 1. Project details 2. Description of predicted change 3. Anticipated completion date For additional information on column definitions, please click on the Dataset schema link below. ### Disclaimer Whilst all reasonable care has been taken in the preparation of this data, SP Energy Networks does not accept any responsibility or liability for the accuracy or completeness of this data, and is not liable for any loss that may be attributed to the use of this data. For the avoidance of doubt, this data should not be used for safety critical purposes without the use of appropriate safety checks and services e.g. LineSearchBeforeUDig etc. Please raise any potential issues with the data which you have received via the feedback form available at the Feedback tab above (must be logged in to see this). ### Data Triage As part of our commitment to enhancing the transparency, and accessibility of the data we share, we publish the results of our Data Triage process. Our Data Triage documentation includes our Risk Assessments; detailing any controls we have implemented to prevent exposure of sensitive information. Click [here]to access the Data Triage documentation for the Long Term Development Statement dataset. To access our full suite of Data Triage documentation, visit [the SP Energy Networks Data & Information page]. [Download dataset metadata (JSON)]
SPM LTDS Appendix 9 System Schematics

The "SPM LTDS Appendix 9 System Schematics" data table provides 33kV connectivity, as is in Appendix 9: System Schematics (Table 9). Click [here] to access our full Long Term Development Statements for both SPD & SPM. The table gives the following information: 1. Details of the schematic sheet for each primary substation For additional information on column definitions, please click on the Dataset schema link below. ### Disclaimer Whilst all reasonable care has been taken in the preparation of this data, SP Energy Networks does not accept any responsibility or liability for the accuracy or completeness of this data, and is not liable for any loss that may be attributed to the use of this data. For the avoidance of doubt, this data should not be used for safety critical purposes without the use of appropriate safety checks and services e.g. LineSearchBeforeUDig etc. Please raise any potential issues with the data which you have received via the feedback form available at the Feedback tab above (must be logged in to see this). ### Data Triage As part of our commitment to enhancing the transparency, and accessibility of the data we share, we publish the results of our Data Triage process. Our Data Triage documentation includes our Risk Assessments; detailing any controls we have implemented to prevent exposure of sensitive information. Click [here]to access the Data Triage documentation for the Long Term Development Statement dataset.> To access our full suite of Data Triage documentation, visit [the SP Energy Networks Data & Information page]. [Download dataset metadata (JSON)]
SPM LTDS Appendix 10 Geographic Plans

The "SPM LTDS Appendix 10 Geographic Plans" data table provides geographic plans of the SP Distribution (SPD) network area as provided in Appendix 10: Geographic Plans (Table 10). Click [here] to access our full Long Term Development Statements for both SP Distribution (SPD) & SP Manweb (SPM). The table gives the following information: 1. Details of the geographic plan per primary substation For additional information on column definitions, please click on the Dataset schema link below. ### Disclaimer Whilst all reasonable care has been taken in the preparation of this data, SP Energy Networks does not accept any responsibility or liability for the accuracy or completeness of this data, and is not liable for any loss that may be attributed to the use of this data. For the avoidance of doubt, this data should not be used for safety critical purposes without the use of appropriate safety checks and services e.g. LineSearchBeforeUDig etc. Please raise any potential issues with the data which you have received via the feedback form available at the Feedback tab above (must be logged in to see this). ### Data Triage As part of our commitment to enhancing the transparency, and accessibility of the data we share, we publish the results of our Data Triage process. Our Data Triage documentation includes our Risk Assessments; detailing any controls we have implemented to prevent exposure of sensitive information. Click [here]to access the Data Triage documentation for the Long Term Development Statement dataset. To access our full suite of Data Triage documentation, visit [the SP Energy Networks Data & Information page]. [Download dataset metadata (JSON)]
SPD LTDS Appendix 8 Predicted Changes (Table 8)

The "SPM LTDS Appendix 8 Predicted Changes (Table 8)" data table outlines the development opportunities for the SP Distribution (SPD) network, highlighting connection opportunities for generation and load. Click [here] to access our full Long Term Development Statements for both SP Distribution (SPD) & SP Manweb (SPM). The table gives the following information: 1. Project details 2. Description of predicted change 3. Anticipated completion date For additional information on column definitions, please click on the Dataset schema link below. ### Disclaimer Whilst all reasonable care has been taken in the preparation of this data, SP Energy Networks does not accept any responsibility or liability for the accuracy or completeness of this data, and is not liable for any loss that may be attributed to the use of this data. For the avoidance of doubt, this data should not be used for safety critical purposes without the use of appropriate safety checks and services e.g. LineSearchBeforeUDig etc. Please raise any potential issues with the data which you have received via the feedback form available at the Feedback tab above (must be logged in to see this). ### Data Triage As part of our commitment to enhancing the transparency, and accessibility of the data we share, we publish the results of our Data Triage process. Our Data Triage documentation includes our Risk Assessments; detailing any controls we have implemented to prevent exposure of sensitive information. Click [here]to access the Data Triage documentation for the Long Term Development Statement dataset. To access our full suite of Data Triage documentation, visit [the SP Energy Networks Data & Information page]. [Download dataset metadata (JSON)]
SPD LTDS Appendix 3 System Loads (Table 3)

The "SPD LTDS Appendix 3 System Loads (Table 3)" data table provides data on loading for each group of transformers on the SP Distribution (SPD) system. Click [here] to access our full Long Term Development Statements for both SP Distribution (SPD) & SP Manweb (SPM). The table gives the following information: 1. Year 1-5 forecast per substation 2. Previous year load maximum per substation 3. Substation firm capacity For additional information on column definitions, please click on the Dataset schema link below. ### Disclaimer Whilst all reasonable care has been taken in the preparation of this data, SP Energy Networks does not accept any responsibility or liability for the accuracy or completeness of this data, and is not liable for any loss that may be attributed to the use of this data. For the avoidance of doubt, this data should not be used for safety critical purposes without the use of appropriate safety checks and services e.g. LineSearchBeforeUDig etc. Please raise any potential issues with the data which you have received via the feedback form available at the Feedback tab above (must be logged in to see this). If you wish to provide feedback at a dataset or row level, please click on the “Feedback” tab above. Future loads are based on the best estimate from information presently available. The following comments should be considered in conjunction with the transformer load table. Generation is connected to a number of Primary substations and Grid Supply Points (GSP). This has the effect of supporting local load and, therefore, the stated maximum demands for these locations may be less than the connected load, if these generators were operating at the time of the maximum demand. Similarly, significant generation in the form of Combined Heat & Power (CHP) schemes can be embedded within customer's installations, which can have the effect of reducing the demand at their supply point and consequently the demand of the corresponding Primary substation or GSP. ### Data Triage As part of our commitment to enhancing the transparency, and accessibility of the data we share, we publish the results of our Data Triage process. Our Data Triage documentation includes our Risk Assessments; detailing any controls we have implemented to prevent exposure of sensitive information. Click [here]to access the Data Triage documentation for the Long Term Development Statement dataset. To access our full suite of Data Triage documentation, visit [the SP Energy Networks Data & Information page]. [Download dataset metadata (JSON)]
SPD LTDS Appendix 1 Circuit Data (Table 1)

The "SPD LTDS Appendix 1 Circuit Data (Table 1)" data table provides data that is derived from power system analysis software and, therefore, the circuit parameters detailed are based on the equipment between analytical node points. As some circuits may have intermediate node points, or a number of components, this aspect should be taken into consideration when assessing overall (end-to-end) circuit parameters. Those circuits labelled S/C, or short-circuit, represent circuit breakers, switches, or busbar connections of effectively zero impedance. Click [here] to access our full Long Term Development Statements for both SP Distribution (SPD) & SP Manweb (SPM). The table gives the following information: 1. Resitance, reactance and susceptance per GSP 2. Circuit from and to for each GSP 3. Winter, summer, spring and autumn maximum continuous rating For additional information on column definitions, please click on the Dataset schema link below. ### Disclaimer Whilst all reasonable care has been taken in the preparation of this data, SP Energy Networks does not accept any responsibility or liability for the accuracy or completeness of this data, and is not liable for any loss that may be attributed to the use of this data. For the avoidance of doubt, this data should not be used for safety critical purposes without the use of appropriate safety checks and services e.g. LineSearchBeforeUDig etc. Please raise any potential issues with the data which you have received via the feedback form available at the Feedback tab above (must be logged in to see this). ### Data Triage As part of our commitment to enhancing the transparency, and accessibility of the data we share, we publish the results of our Data Triage process. Our Data Triage documentation includes our Risk Assessments; detailing any controls we have implemented to prevent exposure of sensitive information. Click [here]to access the Data Triage documentation for the Long Term Development Statement dataset. To access our full suite of Data Triage documentation, visit [the SP Energy Networks Data & Information page]. [Download dataset metadata (JSON)]
24f5da71-d49b-4ccc-ae5a-3fac604b2551

[Lien vers la fiche source] Géolocalisation des colonies de reproduction du puffin de Scopoli (Calonectris diomedea) en Méditerranée. Les relevés par échantillonnage à distance sont largement utilisées pour estimer l'abondance d'espèces à large répartition, mais elles sont sujettes à des biais de détection. Ce problème peut être particulièrement aigu pour les protocoles de transects en bandes, qui supposent une détection parfaite. Nous avons examiné cette hypothèse en quantifiant la probabilité de détection d'un oiseau marin en déclin (le puffin de Scopoli, Calonectris diomedea), en accordant une attention particulière à l'heure du jour et aux conditions d'observation en mer. Nous avons constaté que la probabilité de détection était affectée négativement par l'éblouissement du soleil, mais positivement par la couverture nuageuse, et qu'elle diminuait considérablement au milieu de la journée en raison de changements circadiens dans le comportement (détectabilité réduite pendant le repos). Ce résultat incite à évaluer et à corriger systématiquement le biais de détection lors de l'utilisation de données de transects en bandes pour dériver des informations sur l'abondance. Pour ce faire, nous avons construit un modèle d'ensemble de présence-absence corrigé de la détection et l'avons combiné avec une compilation des tailles et des emplacements des colonies. Une simulation de Monte-Carlo a assuré la propagation de l'incertitude au sein des sources de données et entre elles. La carte d'abondance corrigée a montré que les puffins étaient largement répandus en Méditerranée centrale, la Tunisie abritant la majeure partie de la population en mer et dans les colonies (45% de la population mondiale ; 79% des couples reproducteurs). Cette première carte précise est un outil de conservation essentiel, soulignant l'importance des actions transnationales pour de telles espèces, qui ne connaissent pas de frontières politiques.
7da9d248-8a3e-4e02-a58f-46aa4846022c

[Lien vers la fiche source] Bathymétrie du chenal de Whittard, et passage de câble, au pas de 50 mètres. Ce jeu de données est un Modèle Numérique de Terrain bathymétrique, issu de l'acquisition acoustique du sondeur multifaisceaux SB7150 (12kHz) du N/O Pourquoi pas ?. Référence verticale : Niveau des plus basses mers (PBMA/LAT) - Globe Rapport de traitement : Pierre Delphine (2023). Campagne ESSULYX23B. Septembre 2023. REM/GEOOCEAN/ANTIPOD. https://doi.org/10.13155/99015 Description de la campagne : BRIGNONE Lorenzo (2023) ESSULYX-PP-2023-2 cruise, RV Pourquoi pas ?, https://doi.org/10.17600/18003469
d5bd5c63-b32b-4c55-83f0-9bd678a2ea76

[Lien vers la fiche source] Distribution du puffin de Scopoli (Calonectris diomedea) en Mer Méditerranée pendant la saison estivale. Les relevés par échantillonnage à distance sont largement utilisées pour estimer l'abondance d'espèces à large répartition, mais elles sont sujettes à des biais de détection. Ce problème peut être particulièrement aigu pour les protocoles de transects en bandes, qui supposent une détection parfaite. Nous avons examiné cette hypothèse en quantifiant la probabilité de détection d'un oiseau marin en déclin (le puffin de Scopoli, Calonectris diomedea), en accordant une attention particulière à l'heure du jour et aux conditions d'observation en mer. Nous avons constaté que la probabilité de détection était affectée négativement par l'éblouissement du soleil, mais positivement par la couverture nuageuse, et qu'elle diminuait considérablement au milieu de la journée en raison de changements circadiens dans le comportement (détectabilité réduite pendant le repos). Ce résultat incite à évaluer et à corriger systématiquement le biais de détection lors de l'utilisation de données de transects en bandes pour dériver des informations sur l'abondance. Pour ce faire, nous avons construit un modèle d'ensemble de présence-absence corrigé de la détection et l'avons combiné avec une compilation des tailles et des emplacements des colonies. Une simulation de Monte-Carlo a assuré la propagation de l'incertitude au sein des sources de données et entre elles. La carte d'abondance corrigée a montré que les puffins étaient largement répandus en Méditerranée centrale, la Tunisie abritant la majeure partie de la population en mer et dans les colonies (45% de la population mondiale ; 79% des couples reproducteurs). Cette première carte précise est un outil de conservation essentiel, soulignant l'importance des actions transnationales pour de telles espèces, qui ne connaissent pas de frontières politiques.
Serum 1H-NMR metabolomics data for prediction of maturity at birth in pigs

[Lien vers la fiche source] Increasing piglet survival remains a priority for pig producers. In breeding programs, it can be increased by considering piglet maturity at birth, defined as the level of full development. An immature piglet is less likely to survive the first few days after birth. A morphological trait that can help to characterize a severe immaturity is the shape of the head (Maturity_obs) with initially 3 levels, S for severe immaturity, L for light (mild) immaturity, N for normal. This dataset corresponds to the sample information of all animals, piglet neonates, used to develop the prediction model (PicLet project) with training or test samples (Farms 3 to 6). These neonates are of 3 genotypes (GT); Large White (LW), Landrace (LR), and crossed LRLW. This dataset also includes information on completely independent samples from another project (SuBPig) used to investigate the relevance of the prediction model on newborn piglets of different genotypes and from different farms (Farm 1 and Farm 2). The genotypes of the SuBPig piglets are LW and two divergent genetic lines for residual feed intake (RFI) with LRFI line sows (low RFI, more efficient animals in terms of RFI) and three HRFI line sows (high RFI, less efficient).