Latest DePIN Weather News

In a significant advancement for weather monitoring and disaster preparedness, WeatherXM, a decentralized weather network, has partnered with DePIN South Africa to deploy 320 hyperlocal weather stations across various regions in South Africa within just 90 days. This initiative aims to provide municipalities, utilities, and businesses with accurate, audited street-level weather observations, transforming unpredictable weather patterns into actionable data. The deployment is particularly crucial given South Africa's climate challenges, which include flash floods, heatwaves, and droughts that strain essential services and infrastructure. The WeatherXM and DePIN SA collaboration focuses on integrating weather stations into a grassroots network that spans rooftops, masts, and community locations, especially in flood-prone and agricultural areas. Local teams conducted thorough assessments to ensure optimal placement and functionality of the stations, which utilize WeatherXM’s Proof-of-Quality method for calibration and telemetry. Once operational, the data collected is routed to WeatherXM’s APIs and Pro dashboards, allowing real-time monitoring by municipal teams, logistics operators, and insurers to enhance their operational readiness and response strategies. As the network transitions to daily use, the impact of these hyperlocal observations is already evident. Public sector teams are leveraging local rainfall and heat data to improve planning and coordination for flood and heat events. Energy and utility operators are using the information to anticipate outages and maintain grid stability, while insurers are incorporating these observations into parametric triggers, streamlining claims processes. This innovative approach underscores the importance of ground-truth data in decision-making, with WeatherXM's CEO emphasizing the need for rapid rollouts and measurable results to enhance resilience in the face of climate unpredictability.

In a remarkable collaboration, BLCK IoT and WeatherXM have successfully installed 130 hyperlocal weather stations across rural and peri-urban Kenya within just 45 days. This initiative has led to significant improvements in agricultural productivity, with farm yields increasing by 18% and water usage reduced by 22%. Additionally, the enhanced data collection has improved flood modeling accuracy by over 30%. The deployment of these weather stations provides crucial local observations that empower farmers, insurers, researchers, and local governments to make informed decisions regarding crop planting, insurance claims, and flood preparedness. The need for reliable weather data in Kenya has become increasingly critical due to the unpredictable nature of seasonal rains, which has made agricultural planning more challenging. Droughts and flash floods have become more common, leading to potential losses for smallholder farmers who may misjudge the timing for planting or watering their crops. The partnership between BLCK IoT and WeatherXM aims to fill these gaps by placing audited sensors in key areas, ensuring that farmers and local authorities have access to accurate and timely weather information. The deployment process was divided into three phases, starting with site preparation and connectivity audits, followed by the installation of the weather stations, and concluding with training sessions for local stakeholders on how to utilize the data effectively. With the new infrastructure in place, farmers can now access real-time weather data, enabling them to optimize their agricultural practices. This project not only enhances food security but also serves as a model for future initiatives that leverage technology to address local challenges in agriculture and disaster management.

WeatherXM has recently upgraded its Quality of Data (QoD) algorithm to enhance the accuracy of community-powered weather data. This upgrade, implemented on September 9, 2025, introduces the Indoor Station Detection (ISD) feature, which allows for better identification of poorly deployed weather stations. Previously, stations could achieve high QoD scores simply by transmitting data, regardless of its accuracy. With the new ISD, stations placed indoors or in obstructed areas are now more likely to receive lower scores, motivating owners to adhere to best deployment practices for optimal performance. The impact of the ISD is already evident, as many stations that previously boasted high QoD scores are now rated below 0.3. For instance, the Jolly Kobe Gust station in Portugal, once receiving scores between 40% and 79%, would now score 0% due to its poor deployment conditions. The algorithm checks various factors such as solar radiation, temperature, humidity, and wind speed to determine the validity of the data being reported. Stations that exhibit unrealistic readings due to improper placement are flagged, ensuring that only reliable data contributes to the WeatherXM network. Proper deployment of weather stations is crucial for maximizing rewards and ensuring the data's reliability for sectors like agriculture and energy. WeatherXM encourages users to follow a deployment checklist that includes placing stations outdoors, avoiding obstructions, and regularly checking feedback through the mobile app. The goal of the new QoD algorithm is not to penalize users but to assist them in improving their setups, thereby enhancing the overall quality of the community-powered weather network. By aiming for perfect deployments, users can increase their rewards while contributing valuable data to the WeatherXM community.

eatherXM Brings Weather to Solana Mobile 🌦️📱 WeatherXM, the community-powered DePIN weather network, has officially launched its mobile app on Solana Mobile, making it the first and only weather app in the Solana dApp Store. The app lets users check hyperlocal forecasts, explore real-time and historical data, and—if they’re station owners—monitor station health, track rewards, and see how their data powers global forecasts. By integrating directly into Solana Mobile, WeatherXM expands its reach to a mobile-native audience, blending practical utility with tokenized incentives. This move not only strengthens the visibility of DePIN projects in consumer apps but also highlights how blockchain can underpin critical real-world infrastructure like weather data.

WeatherXM is revolutionizing the way weather data is collected and utilized by establishing a decentralized network that enhances accessibility and reliability. Traditional weather infrastructure has been centralized and costly, leading to inefficiencies and blind spots in data collection. WeatherXM aims to change this by allowing anyone to contribute to the network, thereby creating a self-sustaining ecosystem where data collection, demand, and token value are interlinked. This innovative approach not only benefits individual contributors but also society at large by providing more comprehensive weather data that can influence various sectors, including agriculture and energy. In the past year, WeatherXM has made significant strides in forming partnerships and deploying its technology globally. Collaborations with organizations like Esri and the Hydrometeorological and Environmental Industry Association have enhanced the visibility and credibility of WeatherXM’s data. These partnerships enable WeatherXM to integrate its data into widely used platforms, improving workflows in critical areas such as emergency response and agriculture. Additionally, collaborations with forecast providers like Spire Global and meteoblue have allowed WeatherXM to fill data gaps and improve the accuracy of weather forecasts, making it a recognized contributor to the global forecasting ecosystem. Looking ahead, WeatherXM is focused on scaling its operations and expanding its global footprint. The company is actively deploying its stations in regions with high climate risk but low data coverage, such as rural India and parts of Africa. Furthermore, WeatherXM is exploring integration into prediction markets, positioning itself as a trusted source for on-chain weather data. As the network grows, WeatherXM aims to create a robust ecosystem that not only meets the demands of traditional industries but also embraces decentralized finance (DeFi) and innovative financial products. This holistic approach ensures that WeatherXM remains at the forefront of weather data solutions, unlocking new opportunities in climate risk management and parametric insurance.

WeatherXM is on a mission to establish a community-driven weather network in Africa, aimed at providing hyperlocal weather data where it is most needed. At the DePIN Summit 2025 held in Kenya and Zanzibar, the WeatherXM team engaged with founders and innovators in the Decentralized Physical Infrastructure Networks (DePIN) space. This summit was not merely a conference; it was an opportunity to witness how community-owned weather data can significantly improve the lives of local populations. The deployment of a single weather station has already shown the potential to empower entire regions, enabling them to make informed decisions regarding agriculture, safety, and climate resilience. In many rural areas, traditional weather forecasting methods are inadequate, leaving billions without reliable information. WeatherXM's approach is centered around community involvement, where each weather station is owned and operated by local individuals. This model not only provides essential weather insights but also fosters a sense of ownership and responsibility within the community. The collaboration with local partners, such as BLCK-IoT, has already seen over 170 weather stations deployed in Kenya, illustrating the growing impact of this initiative. WeatherXM believes that the future of weather forecasting should be built by the people, for the people. The journey to build this network has been deeply personal for the WeatherXM team. They have connected with farmers, community leaders, and educators who are eager to leverage real-time weather data for better decision-making. The team is committed to empowering local innovators by providing financial and operational support to launch sustainable projects that benefit their communities. As they prepare to unveil new initiatives, WeatherXM emphasizes the importance of strengthening community-driven infrastructure to uplift the entire DePIN ecosystem. Their heartfelt gratitude extends to the organizers of the DePIN Summit, fellow builders, and the welcoming communities of Kenya and Tanzania, who have inspired their mission to create a future that is truly community-owned and driven.

Weather plays a crucial role in energy consumption, especially during extreme conditions. As temperatures soar or plummet, individuals instinctively seek to maintain a comfortable indoor climate, leading to fluctuations in energy demand. These spikes can create significant stress on the power grid, potentially resulting in outages or blackouts if not accurately forecasted. A recent heatwave in New York City, which began around June 21, 2024, exemplifies this challenge. The combination of high daytime temperatures and the heat-retaining properties of urban materials exacerbates the situation, causing a cascade effect of rising temperatures over consecutive days. During this heatwave, the demand for air conditioning surged as nighttime discomfort increased, further straining the power grid. Data from WeatherXM illustrates a direct correlation between the Tapp discomfort index—an indicator that combines temperature and humidity—and daily energy consumption. Between June 18 and June 26, 2024, the Tapp index rose significantly, leading to an increase in energy consumption by nearly 80,000 MWh, nearly doubling the usual demand. Remarkably, WeatherXM's one-day forecast for the minimum Tapp index demonstrated high accuracy, achieving a low RMSE of just 1°C, which is critical for effective energy management. The importance of high-quality weather observations cannot be overstated, as they are vital for both traditional and machine learning-based forecasting models. Urban environments present unique challenges for meteorological forecasting due to their complexity and dynamism. WeatherXM addresses these challenges by providing precise and actionable forecasts through strategically placed weather stations. In an era marked by increasingly extreme weather events, having access to reliable data is essential for energy companies and other stakeholders to make informed operational decisions and mitigate the impacts of such events on the power grid.

WeatherXM Pro is an innovative weather API platform designed to enhance the demand side of the $WXM economy by providing access to hyperlocal weather data. With a network of over 8,000 weather stations globally, WeatherXM Pro allows users to pull raw data and improve forecasting models. This platform is particularly beneficial for meteorological companies and local communities, especially in underserved regions like Africa and Latin America, where accurate weather data is essential for preparing for extreme weather events. The initiative aims to bridge the gap between on-chain and off-chain data, making weather information more accessible and reliable. One of the standout features of WeatherXM Pro is its ability to deploy weather stations in areas lacking infrastructure, using strategies like the Cell Bounty program. This program incentivizes users to stake $WXM tokens in specific locations to gather data, thus expanding coverage in regions where demand is high. Additionally, the platform offers Forecast Accuracy Tracking (FACT), which aggregates data from over 40 meteorological models to evaluate their performance against real-world observations. This feature ensures that users receive the most accurate forecasts tailored to their specific locations, enhancing the reliability of weather predictions. Moreover, WeatherXM Pro integrates on-chain weather data, utilizing specialized hardware that includes cryptographic proofs. This allows the data to be used in prediction markets and weather derivatives, such as parametric weather insurance. The API component of WeatherXM Pro enables developers to easily access and integrate high-quality weather data into their applications, providing tools for monitoring weather trends, historical observations, and forecasts. Overall, WeatherXM Pro represents a significant advancement in the accessibility and accuracy of weather data, catering to various industries and communities worldwide.

WeatherXM has made significant strides in 2024, achieving key milestones such as the launch of the $WXM token, partnerships with Swissborg, and deploying 2,270 weather stations in the Global South. The deployment of 40 Pulse stations at the Olympics marked another highlight of the year. Despite facing challenges, the launch of WeatherXM Pro stands out as a pivotal achievement, focusing on building the demand side of their tokenomics by selling weather data both on and off-chain. This year, WeatherXM aims to enhance their data offerings and expand their weather station network to support their growing ecosystem. In 2025, WeatherXM's strategy is twofold: building the demand side through data and expanding the supply side with more weather stations. They plan to establish their weather data as a resolution source for prediction markets like Polymarket and Kalshi, which could unlock weather derivatives and improve weather risk management. Additionally, a partnership with Ensuro for parametric weather insurance is underway, focusing on rain risk management for banana farms in Colombia. The launch of innovative features like Forecast Accuracy Tracking (FACT) and Hyperlocal Station Forecasts (HSF) will provide unprecedented accuracy tracking for weather predictions, catering to industries that rely on precise forecasts. To further enhance their offerings, WeatherXM is expanding its weather station network, improving technology, and implementing a reward mechanism to encourage high-performing stations. The introduction of the Cell Bounty staking mechanism aims to incentivize community participation in deploying stations in priority areas. With plans for targeted rollouts in regions like South Africa and India, WeatherXM is poised for growth. The upcoming launch of the WS1300 weather station and an industrial-grade model will further solidify their position in the market. Overall, 2025 promises to be an exciting year for WeatherXM as they scale their operations and enhance their data services.

WeatherXM is set to enhance its mobile app with a new feature called "Know Your Station," aimed at ensuring the proper deployment of weather stations. This feature is part of a series of updates, including Cell forecast, Forecast Accuracy Tracking, and Hyperlocal Station Forecasts, which are designed to improve data quality and user experience. The Know Your Station feature will help users verify that their weather stations are installed correctly from the outset, thereby preventing potential issues that could compromise data integrity and user rewards. The verification process for Know Your Station is user-friendly and conducted through the WeatherXM Pro mobile app. Upon accessing the feature, users will be greeted with an introductory instructions screen, which may be skipped if the user has previously accepted the terms. Users will then be prompted to submit photographs of their weather station installation from various angles. This process includes guidance through examples of correct and incorrect installations, ensuring users understand the optimal setup before uploading their images for evaluation. This functionality aims to minimize the chances of faulty or misleading weather data by confirming that stations are installed in ideal locations, free from obstructions and securely mounted. The importance of the Know Your Station feature cannot be overstated, as poorly installed weather stations can lead to inconsistent or inaccurate readings, undermining the overall value of WeatherXM’s data. By providing users with the necessary guidance for proper setup from day one, WeatherXM aims to maintain the reliability of its network, which currently boasts a health rating of 90%. As the Know Your Station feature is set to launch soon, users are encouraged to explore WeatherXM Pro to fully leverage the benefits of accurate weather data in their operations.