Method and system for estimating atmospheric pollutant emission based on economic big data

Method and system for estimating atmospheric pollutant emission based on economic big data

The invention relates to the field of pollutant prediction, in particular to a method and system for estimating atmospheric pollutant emission based on economic big data. The method comprises the steps of obtaining first prediction data through a first prediction algorithm based on economic data; ca...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: XU WEIDA, NIE LE, TIAN QIMING
Format: Patent
Sprache:chi ; eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES
HANDLING RECORD CARRIERS
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR
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Beschreibung
Zusammenfassung:The invention relates to the field of pollutant prediction, in particular to a method and system for estimating atmospheric pollutant emission based on economic big data. The method comprises the steps of obtaining first prediction data through a first prediction algorithm based on economic data; calculating through a second prediction algorithm based on the pollutant satellite data to obtain second prediction data; determining pollutant emission prediction data according to the first prediction data and the second prediction data, wherein the first prediction algorithm comprises a neural network algorithm obtained by training historical economic data and historical pollutant emission data; and the second prediction algorithm comprises a prediction algorithm obtained through regression analysis of historical pollutant satellite data and pollutant emission statistical data. According to the method and system, pollutant emission data is monitored in a prediction mode, and the situation of monitoring failure cau