AWS IoT Analytics
IoT data is highly unstructured which makes it difficult to analyze with traditional analytics and business intelligence tools that are designed to process structured data. IoT data comes from devices that often record fairly noisy processes (such as temperature, motion, or sound). The data from these devices can frequently have significant gaps, corrupted messages, and false readings that must be cleaned up before analysis can occur. Also, IoT data is often only meaningful in the context of additional, third party data inputs. For example, to help farmers determine when to water their crops, vineyard irrigation systems often enrich moisture sensor data with rainfall data from the vineyard, allowing for more efficient water usage while maximizing harvest yield. AWS IoT Analytics automates each of the difficult steps that are required to analyze data from IoT devices. AWS IoT Analytics is a fully managed and pay-as-you-go service that scales automatically.
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OpenFlows CivilStorm
Comprehensive stormwater modeling and analysis software. Stormwater systems can be very complex to model, with flow backups and reversals, surcharged pipes, and more. OpenFlows CivilStorm is one solution for all your stormwater modeling needs. Detect system bottlenecks, improve capacity, and limit stormwater flooding, so you can comply with stormwater regulation . Minimize capital investments on your infrastructure with optimized network designs and master plans for your entire system. OpenFlows CivilStorm performs analysis of all aspects of stormwater systems: rainfall, runoff, inlet capture and bypass, gravity and pressure piping, ponds, outlet structures, open channels, culverts, and more. It provides comprehensive stormwater modeling. Analyze pressure and free-surface flow conditions for networks of channels and closed conduits; model complex pond outlets for a variety of tailwater conditions; and use weirs, orifices, culverts, risers, and inlet boxes in your design.
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HydroCAD
HydroCAD Stormwater Modeling provides easy TR-20, TR-55, SBUH, and Rational hydrology, plus TC calculations, pond storage, outlet hydraulics, pump routing, underground storage, pollutant loading, and more. Special features include direct CAD import, dam breach routing, skimmers, tubes, siphons, local rainfall data import, and a constantly expanding chamber library. Interactive graphical environment is fast and intuitive, producing better results in less time on every project.
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risQ
risQ is the leader in modeling and translating climate risk to the bottom line for municipal debt participants. risQ enables transparency in municipal climate risk. This empowers investors to better manage portfolios and allows cities to identify cost-benefit effective climate adaptation opportunities. Intensification of heatwaves puts public health and the energy sector at risk, threatening the tax bases of cities. Coastal and inland floods continue to increase in terms depth and frequency, threatening billions in land value and real estate. Hurricanes are intensifying and bringing unprecedented rainfall, threatening major metros in new ways. Expansion of cities and increasing drought is multiplying the risk of wildfire to property and infrastructure at risk.
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