EMI Drought Prediction
Anticipate the availability of water resources with AI
imaGeau gives you the tools you need to predict and act against drought-related risks with the EMI Prediction option.
Take advantage of accurate short- and medium-term forecasts to optimise your decisions and ensure sustainable management of your water resources.
Accurate predictions so you can face the risk of drought with peace of mind
With our drought prediction solution, take advantage of artificial intelligence and machine learning models to :
Anticipating risks
20-day forecasts of groundwater levels and river flows.
Long-term planning
Trend scenarios for up to 90 days with the Prophet tool.
Making informed decisions
Drought indicators and predictive maps for in-depth analysis.
Act quickly
Personalised alerts for a proactive response
Anticipate drought to better manage water demand with the Prediction option
Automated predictions
Improve your hydrological forecasts with advanced models
Our application selects the most relevant variables to provide accurate and reliable forecasts, making it easier to proactively manage your water resources.
Data collection : Daily retrieval of information from piezometers, limnimeters and boreholes.
Model calibration : Parameter adjustment for each station.
Deployment on EMI : Integration of the models into our application for continuous predictions.
Daily inference : Updating forecasts and measuring performance to improve accuracy.
Automated variable collection
Benefit from comprehensive data for accurate predictions
Thanks to EMI’s automated daily retrieval, your machine learning models are constantly updated with relevant information for accurate and reliable predictions.
Meteorological variables : Temperature, precipitation, cloud cover, wind speed, snow cover, evapotranspiration and humidity are automatically collected every day by EMI.
Hydrological variables : Daily monitoring of water table and river levels.
Intuitive data analysis
Easy access to the results of your prediction models
EMI offers an intuitive interface for simplified analysis and informed decision-making.
Prediction graphs : View projections from D+1 to D+90.
Drought Indicators : Assess risk at 3, 5, 10, 15, and 20 days based on machine learning data.
Drought trends : Analyse scenarios and uncertainties for periods of 1 to 3 months.
Predictive mapping : Explore drought forecasts from D+1 to D+90.
An expanding offer
Our prediction models are constantly evolving and will soon be extended to other types of resource. Here are the current developments:
Prediction for drilling
Prediction of water levels.
Stream flow trends
Calculation of medium-term trends in river flow.
Statistical modelling of the time series type to predict river flow.
Prediction for the play-offs
Water level prediction for dams.
Proof of Concept analysis for predicting water levels in dams.
Water demand management
Anticipating to better manage water demand.
Prediction of distribution volumes for proactive water management.
Display of predictions
The future of water management lies in drought prediction
Anticipate the risk of drought to optimise your water resources. By knowing the risks and the impact on your farms, you can adjust the use of resources and prevent crises before they occur.
These forecasts help you to make strategic decisions at drought committee meetings, enabling proactive and effective management.
EMI application
The all-in-one solution for efficient water resource management
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Real-time monitoring: Track the status of your catchments and facilities via an intuitive interface.
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In-depth analysis: Use intelligent indicators and a variety of media for a clear understanding.
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Resource optimisation: Detect anomalies and receive personalised alerts.
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Data centralisation: Import and view your data in a single application.
The hydrogeological design office,
EMI‘s added value
Our team of hydrogeologists is on hand to help you interpret the data from our EMI hypervision software.
They will advise and support you in developing and implementing a short-, medium- and long-term strategy.
Working with us to preserve water resources
Working with us to preserve water resources“Every year, we carry out an assessment of the hydrogeological monitoring of the Lez spring, and for the period from 2019 to 2021, we have chosen ImaGeau as the consultancy and service provider to carry out this work.
Montpellier Méditerranée Métropole already has tools for monitoring changes in water levels at the source of the Lez. With the EMI Vigilance tool, we have extended the monitoring to all the piezometric points in the catchment area, and we have also collected data that is monitored by operators other than the metropolis.
The study has enabled us to identify areas for improvement in our monitoring, in particular the need to recalibrate our probes so that we have properly consolidated levels.