# \#climate **URL:** https://community.dhis2.org/tag/climate/184.md [Latest](https://community.dhis2.org/latest.md) · [Categories](https://community.dhis2.org/categories.md) · [Tags](https://community.dhis2.org/tags.md) --- ## [Open-source WHO DQR-style data quality checks at scale: DHIS2 → data lake → PySpark (feedback welcome)](https://community.dhis2.org/t/open-source-who-dqr-style-data-quality-checks-at-scale-dhis2-data-lake-pyspark-feedback-welcome/77306)
**Author:** [@kwenevsteve](https://community.dhis2.org/u/kwenevsteve)\ **Replies:** 1\ **Last updated:** [9 October 2026 10:09 UTC](https://community.dhis2.org/t/open-source-who-dqr-style-data-quality-checks-at-scale-dhis2-data-lake-pyspark-feedback-welcome/77306 "2026-10-09T10:09:05Z")
Hi everyone, I’ve been building an open-source project that runs WHO Data Quality Review–style checks on DHIS2 aggregate data outside DHIS2, so they can run at scale on a schedule and feed other tools. I’d love feedback from this community. How it works Extracts data values and metadata through the Web API (dataVa… --- ## [About CHAP Modelling--OneTime Variables in CHAP](https://community.dhis2.org/t/about-chap-modelling-onetime-variables-in-chap/77064)
**Author:** [@krish\_sharma](https://community.dhis2.org/u/krish_sharma)\ **Replies:** 2\ **Last updated:** [25 September 2026 08:27 UTC](https://community.dhis2.org/t/about-chap-modelling-onetime-variables-in-chap/77064 "2026-09-25T08:27:19Z")
For variables such as population and other indicators that are available only once for several years rather than monthly, we currently repeat the available value across all months to create a monthly model. Is there a way in CHAP Model to use these annual one-time variables directly without repeating them for every mon… --- ## [DHIS2 Climate & Health Capacity Building webpage](https://community.dhis2.org/t/dhis2-climate-health-capacity-building-webpage/77043)
**Author:** [@maxk](https://community.dhis2.org/u/maxk)\ **Replies:** 0\ **Last updated:** [23 September 2026 11:59 UTC](https://community.dhis2.org/t/dhis2-climate-health-capacity-building-webpage/77043 "2026-09-23T11:59:42Z")
HISP UiO has published a new DHIS2 Climate & Health Capacity Building webpage that provides a selection of resources to help share knowledge and develop skills for climate-health data integration, predictive modeling and forecasting, and implementing DHIS2 for climate and health. This includes: DHIS2 Climate & Health… --- ## [New release of the Modeling app (7.0) and chap-core (2.3)](https://community.dhis2.org/t/new-release-of-the-modeling-app-7-0-and-chap-core-2-3/76878)
**Author:** [@ivargry](https://community.dhis2.org/u/ivargry)\ **Replies:** 0\ **Last updated:** [15 September 2026 11:37 UTC](https://community.dhis2.org/t/new-release-of-the-modeling-app-7-0-and-chap-core-2-3/76878 "2026-09-15T11:37:48Z")
We have new releases for Chap: chap-core 2.2/2.3 (the backend) and Modeling App 7.0 (the frontend/DHIS2 app). These releases include two major areas of improvement that support operationalization of Chap and the Modeling App by Ministry of Health teams: Evaluation: Rigorous, iterative evaluation of model performan… --- ## [Chap and modeling app user survey](https://community.dhis2.org/t/chap-and-modeling-app-user-survey/76659)
**Author:** [@ivargry](https://community.dhis2.org/u/ivargry)\ **Replies:** 1\ **Last updated:** [10 September 2026 18:17 UTC](https://community.dhis2.org/t/chap-and-modeling-app-user-survey/76659 "2026-09-10T18:17:43Z")
We have created a survey for users of chap and the Modeling app, and we hope that relevant people here will fill it out. The feedback is very valuable to us and will help us decide what to focus on going forward. The survey is relevant to anyone who uses chap or the Modeling app, or who is in any way involved in imple… --- ## [DHIS2 Newsletter - September 2026 Highlights](https://community.dhis2.org/t/dhis2-newsletter-september-2026-highlights/76536)
**Author:** [@ellen](https://community.dhis2.org/u/ellen)\ **Replies:** 1\ **Last updated:** [3 September 2026 09:15 UTC](https://community.dhis2.org/t/dhis2-newsletter-september-2026-highlights/76536 "2026-09-03T09:15:47Z")
The September 2026 edition of the DHIS2 Highlights newsletter is now available You can read the newsletter here: DHIS2 Newsletter – September 2026 Highlights And join our mailing list to receive the newsletter by email each month: Sign Up News Remembering Bob Jolliffe: With deep sadness, HISP UiO shared news… --- ## [CHAP Modeling Sierra Leone Instance](https://community.dhis2.org/t/chap-modeling-sierra-leone-instance/75444)
**Author:** [@Lincoln\_Chivhinge](https://community.dhis2.org/u/Lincoln_Chivhinge)\ **Replies:** 18\ **Last updated:** [26 August 2026 11:20 UTC](https://community.dhis2.org/t/chap-modeling-sierra-leone-instance/75444 "2026-08-26T11:20:52Z")
I’m running a local DHIS2 instance (Sierra Leone demo, Docker Compose) with Chap Core set up as a separate container, connected via a Route pointing to http://host.docker.internal:8000/\\\*\\\*, but I’m unable to access the CHAP modeling functionality through the Prediction/Modeling App. Has anyone encountered this specifi… --- ## [Introducing Open Climate Service: open, self-hosted climate and Earth observation data infrastructure](https://community.dhis2.org/t/introducing-open-climate-service-open-self-hosted-climate-and-earth-observation-data-infrastructure/76252)
**Author:** [@Abyot\_Gizaw](https://community.dhis2.org/u/Abyot_Gizaw)\ **Replies:** 0\ **Last updated:** [21 August 2026 16:01 UTC](https://community.dhis2.org/t/introducing-open-climate-service-open-self-hosted-climate-and-earth-observation-data-infrastructure/76252 "2026-08-21T16:01:59Z")
Climate and Earth observation data are increasingly important for health planning, early warning, forecasting, and research. But using these datasets often means working across different providers, formats, APIs, spatial grids, and update cycles. The Open Climate Service (OCS) is an open-source project that makes this… --- ## [Server Admin Meetup: DHIS2 Deployment Tools](https://community.dhis2.org/t/server-admin-meetup-dhis2-deployment-tools/75930)
**Author:** [@tkipkurgat](https://community.dhis2.org/u/tkipkurgat)\ **Replies:** 0\ **Last updated:** [5 August 2026 17:21 UTC](https://community.dhis2.org/t/server-admin-meetup-dhis2-deployment-tools/75930 "2026-08-05T17:21:16Z")
Hello everyone, I’ve gathered some feedback on the DHIS2 deployment tools, and there are a few areas where people have asked for more clarification: Running standalone playbooks for specific tasks, such as proxy setup, PostgreSQL installation, and other individual components. Deploying Apache Doris alongside DHIS2. R… --- ## [DHIS2 Newsletter - August 2026 Highlights](https://community.dhis2.org/t/dhis2-newsletter-august-2026-highlights/75922)
**Author:** [@ellen](https://community.dhis2.org/u/ellen)\ **Replies:** 1\ **Last updated:** [5 August 2026 14:50 UTC](https://community.dhis2.org/t/dhis2-newsletter-august-2026-highlights/75922 "2026-08-05T14:50:49Z")
The August 2026 edition of the DHIS2 Highlights newsletter is now available! You can read the newsletter here: DHIS2 Newsletter – August 2026 Highlights And join our mailing list to receive the newsletter by email each month: Sign Up News Explore DHIS2 for Humanitarian and Fragile Settings: A new webpage highli… --- ## [DHIS2 Climate & Health country profiles](https://community.dhis2.org/t/dhis2-climate-health-country-profiles/75925)
**Author:** [@maxk](https://community.dhis2.org/u/maxk)\ **Replies:** 0\ **Last updated:** [5 August 2026 13:49 UTC](https://community.dhis2.org/t/dhis2-climate-health-country-profiles/75925 "2026-08-05T13:49:14Z")
Since the beginning of the DHIS2 Climate & Health project in 2024, countries in Africa and Asia have made significant progress integrating climate and health data and developing approaches to analyze, forecast, and respond to climate-sensitive health threats. The HISP network has been working closely with stakeholders … --- ## [DHIS2 Climate & Health Academy 2026 Wiki/AI: Technical Reference and Implementation Guide](https://community.dhis2.org/t/dhis2-climate-health-academy-2026-wiki-ai-technical-reference-and-implementation-guide/75837)
**Author:** [@Gassim](https://community.dhis2.org/u/Gassim)\ **Replies:** 0\ **Last updated:** [2 August 2026 14:06 UTC](https://community.dhis2.org/t/dhis2-climate-health-academy-2026-wiki-ai-technical-reference-and-implementation-guide/75837 "2026-08-02T14:06:27Z")
While there is a high-level overview of the Climate & Health topics in dac2026 here: 🌍 DAC2026 Summary & Wiki/AI: Climate & Health. This technical guide is based on the DHIS2 Climate & Health Academy YouTube Playlist and is hopefully helpful for the community members interested in experimenting and learning more. … --- ## [Admin user has no permissions to configure routes for the CHAP on play](https://community.dhis2.org/t/admin-user-has-no-permissions-to-configure-routes-for-the-chap-on-play/75445)
**Author:** [@micnice](https://community.dhis2.org/u/micnice)\ **Replies:** 4\ **Last updated:** [28 July 2026 08:18 UTC](https://community.dhis2.org/t/admin-user-has-no-permissions-to-configure-routes-for-the-chap-on-play/75445 "2026-07-28T08:18:51Z")
It seems the common admin user \[admin:district\] has no permission to configure routes on DHIS2 Play I am setting up a local CHAP instance and i would like to connect it to play. Let me know if I am missing something Any help is appreciated cc: @gassim --- ## [DHIS2 Newsletter - July 2026 Highlights](https://community.dhis2.org/t/dhis2-newsletter-july-2026-highlights/75516)
**Author:** [@ellen](https://community.dhis2.org/u/ellen)\ **Replies:** 1\ **Last updated:** [24 July 2026 08:30 UTC](https://community.dhis2.org/t/dhis2-newsletter-july-2026-highlights/75516 "2026-07-24T08:30:35Z")
The July 2026 edition of the DHIS2 Highlights newsletter is now available! You can read the newsletter here: DHIS2 Newsletter – July 2026 Highlights And join our mailing list to receive the newsletter by email each month: Sign Up News DHIS2 2026 Annual Conference and Climate & Health Academy brings together global… --- ## [New app for analysis of DHIS2 aggregate data](https://community.dhis2.org/t/new-app-for-analysis-of-dhis2-aggregate-data/74337)
**Author:** [@John\_Painter](https://community.dhis2.org/u/John_Painter)\ **Replies:** 2\ **Last updated:** [13 July 2026 13:49 UTC](https://community.dhis2.org/t/new-app-for-analysis-of-dhis2-aggregate-data/74337 "2026-07-13T13:49:27Z")
Magic Glasses 2 (MG2) — Epidemiological Analysis of DHIS2 Routine Health Data See what the data is really saying What is MG2? Every dataset has noise — inconsistent reporting, outliers, gaps. The epidemiological signal is there. Getting to it is the hard part. Magic Glasses 2 (MG2) is a free, open-source R/Shiny… --- ## [Extreme heat exposure & maternal-newborn outcomes](https://community.dhis2.org/t/extreme-heat-exposure-maternal-newborn-outcomes/73725)
**Author:** [@Moustapha2](https://community.dhis2.org/u/Moustapha2)\ **Replies:** 3\ **Last updated:** [1 July 2026 07:41 UTC](https://community.dhis2.org/t/extreme-heat-exposure-maternal-newborn-outcomes/73725 "2026-07-01T07:41:46Z")
This community innovation has been accepted at the 2026 DHIS2 Annual Conference as a digital poster. Extreme heat exposure & maternal-newborn outcomes ABSTRACT Background: Rising temperatures threaten maternal and newborn health, particularly in sub Saharan Africa where healthcare capacity remains limited. Senegal… --- ## [Modeling App Questions](https://community.dhis2.org/t/modeling-app-questions/71278)
**Author:** [@Reanne.Jean](https://community.dhis2.org/u/Reanne.Jean)\ **Replies:** 6\ **Last updated:** [30 June 2026 13:27 UTC](https://community.dhis2.org/t/modeling-app-questions/71278 "2026-06-30T13:27:27Z")
Hello community! My team is currently exploring the use of the Modeling app. We have a few questions related to data modeling, configuration, and best practices, and would appreciate your guidance: Is there a standar… --- ## [Nouvelles versions de Chap 2.0/2.1](https://community.dhis2.org/t/nouvelles-versions-de-chap-2-0-2-1/75181)
**Author:** [@morten](https://community.dhis2.org/u/morten)\ **Replies:** 0\ **Last updated:** [29 June 2026 12:42 UTC](https://community.dhis2.org/t/nouvelles-versions-de-chap-2-0-2-1/75181 "2026-06-29T12:42:32Z")
Ceci est une traduction du message original: New releases of Chap 2.0/2.1 - cette traduction a été réalisée automatiquement et peut contenir des erreurs. chap-core 2.0 & 2.1 — Résumé des fonctionnalités v2.0.0 (08/06/2026) — version majeure Points forts PredictionSetup — nouvelle abstraction permettant de configur… --- ## [New releases of modeling-app v6 and chap-core v2](https://community.dhis2.org/t/new-releases-of-modeling-app-v6-and-chap-core-v2/75180)
**Author:** [@morten](https://community.dhis2.org/u/morten)\ **Replies:** 0\ **Last updated:** [29 June 2026 12:42 UTC](https://community.dhis2.org/t/new-releases-of-modeling-app-v6-and-chap-core-v2/75180 "2026-06-29T12:42:24Z")
Modelling App 6.2 Release Notes Overview Version 6.2 introduces a new prediction workflow built around reusable Prediction Setups. Instead of configuring every prediction from scratch, you can save a prediction configuration once, rerun it whenever needed, schedule it, and import results back into DHIS2. The release a… --- ## [Aggregation Type for precipitation data SUM in time and average in ou hierarchy](https://community.dhis2.org/t/aggregation-type-for-precipitation-data-sum-in-time-and-average-in-ou-hierarchy/75061)
**Author:** [@kevin](https://community.dhis2.org/u/kevin)\ **Replies:** 1\ **Last updated:** [26 June 2026 10:05 UTC](https://community.dhis2.org/t/aggregation-type-for-precipitation-data-sum-in-time-and-average-in-ou-hierarchy/75061 "2026-06-26T10:05:05Z")
Hello, We collect daily precipitation data from weather stations. Some districts can have 0, 1 or many weather stations, and we need to aggregate the data in the hierarchy (district, province, national) and in time. Without advanced GIS computing, one approximation would be to sum the precipitation in time but averag… --- ## [Comment contacter l'équipe chargée du logiciel « Climate & Health »](https://community.dhis2.org/t/comment-contacter-lequipe-chargee-du-logiciel-climate-amp-health/75115)
**Author:** [@jen.jones.arnesen](https://community.dhis2.org/u/jen.jones.arnesen)\ **Replies:** 0\ **Last updated:** [25 June 2026 13:30 UTC](https://community.dhis2.org/t/comment-contacter-lequipe-chargee-du-logiciel-climate-amp-health/75115 "2026-06-25T13:30:52Z")
Ceci est une traduction du message original: How to reach out to the Climate & Health software team - cette traduction a été réalisée automatiquement et peut contenir des erreurs. Vous vous demandez comment nous contacter au sein de l’équipe du logiciel « Climate & Health » ? Pour toute question d’ordre général su… --- ## [How to reach out to the Climate & Health software team](https://community.dhis2.org/t/how-to-reach-out-to-the-climate-health-software-team/75114)
**Author:** [@jen.jones.arnesen](https://community.dhis2.org/u/jen.jones.arnesen)\ **Replies:** 0\ **Last updated:** [25 June 2026 13:30 UTC](https://community.dhis2.org/t/how-to-reach-out-to-the-climate-health-software-team/75114 "2026-06-25T13:30:46Z")
Are you wondering about how to reach us on the Climate & Health software team? For general inquiries that might be interesting to the wider community, please create a topic here on the Community of Practice: CoP for Chap and modeling, including Chap core, Modeling app, and other modeling inquiries CoP for climat… --- ## [Vote Now! The 2026 DHIS2 Awards finalists are here](https://community.dhis2.org/t/vote-now-the-2026-dhis2-awards-finalists-are-here/72750)
**Author:** [@ellen](https://community.dhis2.org/u/ellen)\ **Replies:** 6\ **Last updated:** [24 June 2026 14:09 UTC](https://community.dhis2.org/t/vote-now-the-2026-dhis2-awards-finalists-are-here/72750 "2026-06-24T14:09:38Z")
Scroll down to cast your vote in both categories and help choose this year’s winners! :backhand\_index\_pointing\_right: Voting closes on 15 June! We have selected finalists in two categories: Impact and Contribution. Scroll down to see each of the finalists below—some (not all) also have videos detailing their m… --- ## [AI-Powered Security & Troubleshooting for DHIS2](https://community.dhis2.org/t/ai-powered-security-troubleshooting-for-dhis2/72640)
**Author:** [@dcastelao](https://community.dhis2.org/u/dcastelao)\ **Replies:** 10\ **Last updated:** [23 June 2026 14:01 UTC](https://community.dhis2.org/t/ai-powered-security-troubleshooting-for-dhis2/72640 "2026-06-23T14:01:50Z")
This community innovation has been accepted at the 2026 DHIS2 Annual Conference as a physical poster. AI-Powered Security & Troubleshooting for DHIS2 DHIS2 operations teams face growing challenges managing complex infrastructure stacks while ensuring system security and uptime. Manual log analysis is time-con… --- ## [Integrated DHIS2 Analytics in Malaria Surveillance](https://community.dhis2.org/t/integrated-dhis2-analytics-in-malaria-surveillance/72667)
**Author:** [@IEzenyi](https://community.dhis2.org/u/IEzenyi)\ **Replies:** 6\ **Last updated:** [18 June 2026 10:07 UTC](https://community.dhis2.org/t/integrated-dhis2-analytics-in-malaria-surveillance/72667 "2026-06-18T10:07:51Z")
This community innovation has been accepted at the 2026 DHIS2 Annual Conference as a digital poster. Integrated DHIS2 Analytics in Malaria Surveillance Malaria remains a major public health challenge in Nigeria, with persistently high morbidity in Kebbi State in the northwestern region. Understanding how ecol… --- ## [Using DHIS2 and Climate Data for Spatial Modelling](https://community.dhis2.org/t/using-dhis2-and-climate-data-for-spatial-modelling/72184)
**Author:** [@Pedyegware](https://community.dhis2.org/u/Pedyegware)\ **Replies:** 11\ **Last updated:** [16 June 2026 11:19 UTC](https://community.dhis2.org/t/using-dhis2-and-climate-data-for-spatial-modelling/72184 "2026-06-16T11:19:23Z")
This community innovation has been accepted at the 2026 DHIS2 Annual Conference as a digital poster. Using DHIS2 and Climate Data for Spatial Modelling Globally, Nigeria contributes the highest percentage of malaria cases (24.3%) and deaths (30.3) and more than half of the cases in the WHO Africa Region. Bein… --- ## [AI fusion of DHIS2 and climate data for malaria GM](https://community.dhis2.org/t/ai-fusion-of-dhis2-and-climate-data-for-malaria-gm/71912)
**Author:** [@ousman.jallow](https://community.dhis2.org/u/ousman.jallow)\ **Replies:** 6\ **Last updated:** [16 June 2026 09:43 UTC](https://community.dhis2.org/t/ai-fusion-of-dhis2-and-climate-data-for-malaria-gm/71912 "2026-06-16T09:43:45Z")
This community innovation has been accepted at the 2026 DHIS2 Annual Conference as a physical poster. AI fusion of DHIS2 and climate data for malaria GM Malaria transmission in The Gambia is highly seasonal and strongly influenced by climatic variability; however, routinely collected daily surveillance data a… --- ## [DHIS2 Early Warning for Hepatitis A in Lebanon](https://community.dhis2.org/t/dhis2-early-warning-for-hepatitis-a-in-lebanon/72643)
**Author:** [@jounyabass](https://community.dhis2.org/u/jounyabass)\ **Replies:** 4\ **Last updated:** [16 June 2026 06:59 UTC](https://community.dhis2.org/t/dhis2-early-warning-for-hepatitis-a-in-lebanon/72643 "2026-06-16T06:59:49Z")
This community innovation has been accepted at the 2026 DHIS2 Annual Conference as a physical poster. DHIS2 Early Warning for Hepatitis A in Lebanon Hepatitis A remains an endemic public health concern in Lebanon. Timely surveillance is essential to ensure time response at national and district levels and imp… --- ## [WorldPop: Global and local population mapping](https://community.dhis2.org/t/worldpop-global-and-local-population-mapping/73652)
**Author:** [@andy\_tatem](https://community.dhis2.org/u/andy_tatem)\ **Replies:** 1\ **Last updated:** [16 June 2026 06:42 UTC](https://community.dhis2.org/t/worldpop-global-and-local-population-mapping/73652 "2026-06-16T06:42:31Z")
This community innovation has been accepted at the 2026 DHIS2 Annual Conference and will be included a session. WorldPop: Global and local population mapping Population data at local levels are a fundamental component of healthcare planning, health interventions and health information systems. In resource-poor set… --- ## [New release of Climate app (v1.16.0): Smoother Data Imports](https://community.dhis2.org/t/new-release-of-climate-app-v1-16-0-smoother-data-imports/74166)
**Author:** [@jen.jones.arnesen](https://community.dhis2.org/u/jen.jones.arnesen)\ **Replies:** 0\ **Last updated:** [12 June 2026 10:56 UTC](https://community.dhis2.org/t/new-release-of-climate-app-v1-16-0-smoother-data-imports/74166 "2026-06-12T10:56:55Z")
We’re excited to share two new features that make importing climate data into DHIS2 significantly easier. Automatic batching for detailed org unit boundaries If you’ve experienced the app hanging or failing mid-import, this may have been caused by org unit boundaries that are too detailed for Google Earth Engine to p… [Next page](https://community.dhis2.org/tag/climate/184.md?match_all_tags=true&page=1&tags%5B%5D=climate)