• Time Period of the Dataset [?]: January 01, 2004-January 01, 2004 ... More
    Modified [?]: 15 August 2018
    Confirmed [?]: 29 November 2021
    Dataset Added on HDX [?]: 18 November 2015
    Location of lakes and water ponds in iraq 1:50,000 Baseline spatial data
    COD 300+ Downloads
    This dataset updates: Never
    This dataset is part of the data series [?]: COD - Hydrology
  • Time Period of the Dataset [?]: January 01, 2002-January 01, 2002 ... More
    Modified [?]: 15 August 2018
    Dataset Added on HDX [?]: 1 September 2015
    KEN_Sublocation boundaries Admin 5 is the Sublocation layer , last updated in 2002 by Central Bureau of Statistics(CBS), PCODES developed
    600+ Downloads
    This dataset updates: As needed
  • Time Period of the Dataset [?]: January 01, 2002-January 01, 2002 ... More
    Modified [?]: 15 August 2018
    Dataset Added on HDX [?]: 1 September 2015
    KEN_Location boundaries Admin 4 is the Location layer , last updated in 2002 by Central Bureau of Statistics(CBS), PCODES developed
    500+ Downloads
    This dataset updates: As needed
  • Time Period of the Dataset [?]: January 01, 2002-January 01, 2002 ... More
    Modified [?]: 15 August 2018
    Dataset Added on HDX [?]: 1 September 2015
    KEN_Administrative boundaries data set combining Admin 1 to Admin 3 This layer combines Kenyan administrative boundaries from Admin1 to Admin 3 , last updated in 2002 by Central Bureau of Statistics (CBS), with PCODES developed
    400+ Downloads
    This dataset updates: As needed
  • Time Period of the Dataset [?]: January 01, 2002-January 01, 2002 ... More
    Modified [?]: 15 August 2018
    Dataset Added on HDX [?]: 1 September 2015
    KEN_Division boundaries Admin 3 is the divisonal layer , last updated in 2002 by Central Bureau of Statistics(CBS), PCODES developed
    300+ Downloads
    This dataset updates: As needed
  • Time Period of the Dataset [?]: February 18, 2015-February 18, 2015 ... More
    Modified [?]: 15 August 2018
    Dataset Added on HDX [?]: 1 September 2015
    Settlement places with administrative Class (eg: 1=Country capital, 2=Province capital, 3=Department capital…) The dataset represents the settlements of Gabon with harmonized PCODE of ROWCA and Humanitarian Response pcodes.
    COD 300+ Downloads
    This dataset updates: Every year
    This dataset is part of the data series [?]: COD - Populated Places - Settlements
  • Time Period of the Dataset [?]: July 01, 2018-July 22, 2018 ... More
    Modified [?]: 13 August 2018
    Dataset Added on HDX [?]: 5 August 2018
    NPM Bangladesh has produced a number of tools based on its regular data collection activities and drone flights. The package of July 2018 is based on NPM Site Assessment 11 (as of 22 July) and NPM most updated drone imagery (as of 2 August). Here below, the complete package by camp: SW Map package KMZ file Drone image The full image and shapefiles are available at this link.
    1700+ Downloads
    This dataset updates: Never
  • Time Period of the Dataset [?]: December 26, 2016-December 26, 2016 ... More
    Modified [?]: 9 August 2018
    Dataset Added on HDX [?]: 26 December 2016
    This dataset contains: windspeeds of Typhoon Nina rainfall of Typhoon Nina Priority Index of Typhoon Nina The predicted priority index of Typhoon Nina is produced by a machine learning algorithm that was trained on five past typhoons: Haiyan, Melor, Hagupit and Rammasun and Haima, It uses base line data for the whole country, combined with impact data of windspeeds and rains, and trained on counts by the Philippine government on houses damaged and completely destroyed. The output is a weighted index between partially damaged and completely damaged, where partially damaged is counted as 25% of the completely damaged. This has proven to give he highest accuracy. The absolute number of houses damaged / people affected is insufficiently validated at the moment, and should just be used for further trainng and ground-truthing. Scoring The model has an best r2 score of 0.794933727 and an accuracy of 0.699470899 Data sources: Administrative boundaries (P_Codes) - Philippines Government; Published by GADM and UN OCHA (HDX) Census 2015 (population) - Philippine Statistics Authority; received from UN OCHA (HDX) Avg. wind speed (mph) - University College London Typhoon path - University College London Houses damaged - NDRRMC Rainfall - GPM Poverty - Pantawid pamilyang pilipino program (aggregated) Roof and wall materials New geographical features All the columns with feat_ indicates the importance of that feature, if not present that feature was not used. learn_matrix name of the learning matrix with the 5 typhoons run_name unique run name (pickle files and csv files have this name for this model) typhoon_to_predict name of a new typhoon to predict val_accuracy accuracy based on 10 categories of damage 0% 10% 20% … val_perc_down perc of underpredicted categories val_perc_up perc of overpredicted categories Val_best_score best r2 score Val_stdev_best_score error on best score based on the CV Val_score_test r2 score on the test set (this should be around +- 5% of the previus number to not overfit Val_mean_error_num_houses average error on the number of houses val_median_error_num_houses median val_std_error_num_houses std deviation of the errors (lower is better) Algorithm developed by 510.global the data innovation initiative of the Netherlands Red Cross.
    300+ Downloads
    This dataset updates: Never
  • Time Period of the Dataset [?]: July 29, 2018-July 29, 2018 ... More
    Modified [?]: 1 August 2018
    Dataset Added on HDX [?]: 1 August 2018
    An Interferogram of the devastating earthquake in Indonesia last July 29, 2018 with a magnitude of 6.4. Data were processed using 2 Sentinel 1 data using repeat pass interferometry. One cycle (cold to hot color) means half of the radar wavelength which is approximately 3.5 - 7.5 cm wavelength. The data shows vertical ground displacement with respect to the satellites line of sight (LOS).
    30+ Downloads
    This dataset updates: Every six months
  • Time Period of the Dataset [?]: July 01, 2017-July 31, 2017 ... More
    Modified [?]: 31 July 2018
    Dataset Added on HDX [?]: 22 July 2018
    A radar interferogram of the Magnitude 6.5 earthquake that hit Ormoc City Leyte last 6 July 2017. Data were processed using 2 Sentinel C-band Synthetic Aperture Radar data (Repeat Pass)
    50+ Downloads
    This dataset updates: Every year
  • Time Period of the Dataset [?]: January 01, 2015-July 03, 2018 ... More
    Modified [?]: 24 July 2018
    Dataset Added on HDX [?]: 24 July 2018
    In 2016, Zika virus disease became a nationally notifiable condition. Cases are reported to CDC by state, territorial, and local health departments using standard case definitions. These are final 2015 - 2016 data reported to ArboNET and the CDC for Zika virus disease. As well as the Provisional Data* as of July 3, 2018 for cases in 2017 - 2018.
    70+ Downloads
    This dataset updates: Every two weeks
  • Time Period of the Dataset [?]: July 23, 2018-July 23, 2018 ... More
    Modified [?]: 23 July 2018
    Dataset Added on HDX [?]: 23 July 2018
    Safe male circumcision coverage in Borno state, the most crisis-affected state in north eastern Nigeria as of June 2018
    20+ Downloads
    This dataset updates: Every month
  • Time Period of the Dataset [?]: July 23, 2018-July 23, 2018 ... More
    Modified [?]: 23 July 2018
    Dataset Added on HDX [?]: 23 July 2018
    Health Resources Availability Mapping System (HeRAMS) E-Atlas, with a focus on the mapping of who's doing what where, when and for whom, in Adamawa State of north east Nigeria as of June 2018.
    50+ Downloads
    This dataset updates: Every month
  • Time Period of the Dataset [?]: July 23, 2018-July 23, 2018 ... More
    Modified [?]: 23 July 2018
    Dataset Added on HDX [?]: 23 July 2018
    The zipped shapefile presents data on the health facility rehabilitation status in Borno, the most crisis-affected state in north east Nigeria, as of June 2018.
    30+ Downloads
    This dataset updates: Every three months
  • Time Period of the Dataset [?]: July 23, 2018-July 23, 2018 ... More
    Modified [?]: 23 July 2018
    Dataset Added on HDX [?]: 23 July 2018
    A mapping of the population settlements in Borno State, north east Nigeria as of June 2018, based on the Displacement Tracking Matrix
    100+ Downloads
    This dataset updates: Every three months
  • Time Period of the Dataset [?]: July 23, 2018-July 23, 2018 ... More
    Modified [?]: 23 July 2018
    Dataset Added on HDX [?]: 23 July 2018
    Both the shapefile and CSV feature North East Nigeria Health Sector Humanitarian Partner Operational Presence by Local Government Area in Borno, Yobe and Adamawa, the three crisis-affected states - as of June 2018.
    100+ Downloads
    This dataset updates: Every month
  • Time Period of the Dataset [?]: July 22, 2018-July 22, 2018 ... More
    Modified [?]: 21 July 2018
    Dataset Added on HDX [?]: 21 July 2018
    Flood-affected populations by settlement type as of June 2018. The dataset presents the data to LGA level (Admin 2) in all the three crisis-affected states of north eastern Nigeria, thus Borno, Yobe and Adamawa. The affected populations include households and individuals. The settlement types include Households in IDP Camps, Households in Host Communities and provides a computation of affected people by settlement type; Camp flood risk mapping as of June 2018. The dataset presents the data to LGA level (Admin 2) in IDP camps across all the three crisis-affected states of north eastern Nigeria, thus Borno, Yobe and Adamawa; Host Community flood risk analysis and mapping as of June 2018. Also includes a CSV file on Flood-affected populations by settlement type as of June 2018.
    100+ Downloads
    This dataset updates: Every month
  • Time Period of the Dataset [?]: July 21, 2018-July 21, 2018 ... More
    Modified [?]: 21 July 2018
    Dataset Added on HDX [?]: 21 July 2018
    North East Nigeria Camp Management partner operational presence by Local Government Area or LGA (Admin 2). Dataset covers partner operational presence in the three crisis-affected states of Borno, Yobe and Adamawa, up to LGA level; Camp Coordination and Camp Management (CCCM) coverage by Local Government Area or LGA (Admin 2). Includes number of households covered and not covered; total households and individuals covered, percentage and overall coverage in the three crisis-affected states of Borno, Yobe and Adamawa, up to LGA level; Camp Coordination and Camp Management (CCCM) and Emergency Shelter and Non-Food Items (ESNFI) activity coverage up to Local Government Area or LGA (Admin 2) level in the three crisis-affected states of Borno, Yobe and Adamawa. Also includes Camp Management partner operational presence by LGA, as of June 2018.
    100+ Downloads
    This dataset updates: Every month
  • Time Period of the Dataset [?]: July 18, 2018-March 29, 2024 ... More
    Modified [?]: 18 July 2018
    Dataset Added on HDX [?]: 18 July 2018
    Marshall Islands administrative levels 0 (country), 1 (atoll), and 2 (EA) boundary shapefiles, geodatabase, and gazetteer. These shapefiles are suitable for database or GIS linkage to the Marshall Islands administrative level 0-2 population statistics tables. The disbursed nature of this archipelago country does not make it suitable for EMF mapping.
    COD 900+ Downloads
    This dataset updates: Every year
    This dataset is part of the data series [?]: COD - Subnational Administrative Boundaries
  • Time Period of the Dataset [?]: July 18, 2018-July 18, 2018 ... More
    Modified [?]: 18 July 2018
    Dataset Added on HDX [?]: 18 July 2018
    This datasets include Maldives populated places. The data were cleaned by the Faculty of Engineering, Science and Technology within the Maldives National University.
    40+ Downloads
    This dataset updates: Every year
  • Time Period of the Dataset [?]: July 14, 2016-July 14, 2016 ... More
    Modified [?]: 16 July 2018
    Dataset Added on HDX [?]: 8 August 2016
    WFP Food for Education (FFE) Supported Schools in Sudan. The Microsoft Excel spread sheet contains consolidated record of FFE in in the states of Kassala, Gadaref, Gazeira, North Kordofan, Red Sea, Sennar and South Kordofan. It includes state names, locality names, locations, school names, XY coordinates (in Decimal Degrees) and education by type.
    600+ Downloads
    This dataset updates: Every six months
  • Time Period of the Dataset [?]: June 01, 2018-June 01, 2018 ... More
    Modified [?]: 25 June 2018
    Dataset Added on HDX [?]: 25 June 2018
    Polling Station of Pakistan compiled by ALHASAN SYSTEMS Private Limited as one of its R&D projects and in the public interest. ALHASAN SYSTEMS made these Polling Stationpublic before Pakistan’s General Election 2018in its Open Data/ Open Access [OD/OA] Seminar on May 5, 2013. This data is used thoroughly in Pakistan by many stakeholders and researchers including UN and other donor agencies. For further details on the use of this data please download Alhasan Systems monthly Election Bulletins from [http://www.alhasan.com/bulletins/election]. ALHASAN SYSTEMS is a privately owned development company with a history that goes back to 1990. At present is registered in Pakistan and Canada. This hi-tech knowledge management, business psychology modeling, and publishing company is constantly contributing its data and services to both humanitarian and developmental causes through its Public/ Private Partnership [PPP] SKIM and ODOA initiatives. ALHASAN SYSTEMS strives to provide the most cost effective solutions and services, which not only serve its clients’ immediate requirements but also contribute to the much larger cause of community welfare and development. Its area of professional services spreads from environment, energy, health, natural resources, critical infrastructure, utilities management, tourism, and investments, to community development and crisis management. ALHASAN SYSTEMS corporate roadmap focuses on new trends in the field of Geomatics Engineering, Geo-engineering, Data Management, Bio Interfacing, Business Psychology Modeling, Hi-tech publishing, e-Learning, and Smart Power Gridding and Engineering Services. This is possible when fairly serious ecological, political, and moral ramifications are addressed strategically. That’s why social awareness, advocacy, and capacity building remain at the heart of ALHASAN SYSTEMS. ALHASAN SYSTEMS constantly update its data in relation to its projects and also as a service to larger public bodies as well as research community to promote its pioneering 100% self-financed Open Data/ Open Access [OD/OA] initiative in Pakistan. We also share a number of additional layers and thousands of maps each year free-of-cost in the larger public interest. All our data are made available through Pakistan’s only Metadata portal [www.geopakistan.pk] launched in 2012 by iMMAP in collaboration with its partners under USAID funding. This portal is now hosted and maintained at NED University of Engineering & Technology with hundreds of registered researchers in Pakistan. Alhasan Systems is also a United Nations Humanitarian Data Exchange Portal [https://data.hdx.rwlabs.org/] member agency and share its resources through HDX for larger humanitarian benefits.
    300+ Downloads
    This dataset updates: Never
  • Time Period of the Dataset [?]: June 02, 2018-June 14, 2018 ... More
    Modified [?]: 24 June 2018
    Dataset Added on HDX [?]: 17 June 2018
    NPM Bangladesh has produced a number of tools based on its regular data collection activities and drone flights. The package of June 2018 is based on NPM Baseline Assessment 11 (as of 14 June) and NPM most updated drone imagery (as of 21 June). Here below, the complete package by camp: SW Map package KMZ file Drone image The full image and shapefiles are available at this link.
    1200+ Downloads
    This dataset updates: Never
  • Time Period of the Dataset [?]: January 01, 2012-December 31, 2016 ... More
    Modified [?]: 20 June 2018
    Dataset Added on HDX [?]: 20 June 2018
    A collection of the strongest typhoon (tracks and windspeed) data for the Philippines with category levels 4 and 5. Data were scrapped from http://weather.unisys.com/.
    400+ Downloads
    This dataset updates: Every year
  • Time Period of the Dataset [?]: June 13, 2018-June 13, 2018 ... More
    Modified [?]: 13 June 2018
    Dataset Added on HDX [?]: 4 November 2015
    The dataset has been developed by merging Admin2 geodata of the nine countries of the Sahel region coming from several sources (SALB, governments, WFP....).
    3300+ Downloads
    This dataset updates: Every year