Metadata Collection and Organization in Wastewater Treatment and Wastewater Resource Recovery Systems.

Format:

Book

Author/Creator:

Villez, Kris.

Contributor:

Aguado, Daniel G.

Alferes, Janelcy.

Series:

Scientific and Technical Report Series

Scientific and Technical Report Series ; v.31

Language:

English

Subjects (All):

Metadata.

Big data.

Physical Description:

1 online resource (276 pages)

Edition:

1st ed.

Place of Publication:

London : IWA Publishing, 2024.

Summary:

This book, 'Metadata Collection and Organization in Wastewater Treatment and Wastewater Resource Recovery Systems,' focuses on the challenges and strategies for managing data within the wastewater treatment industry. Edited by Kris Villez and colleagues, it explores the role of metadata in enhancing data quality and the use of artificial intelligence and machine learning for decision-making. The book emphasizes the importance of data readiness and metadata management to ensure the effectiveness of big data applications in wastewater facilities. It serves as a guide for sensor technicians, operational staff, and data management specialists, providing best practices and existing standards for organizing and assessing data and metadata. Generated by AI.

Contents:

Cover

Contents

Chapter 1: Introduction

1.1 SCOPE OF THIS REPORT: DATA AND METADATA OF INTEREST

1.2 INCENTIVES TO COLLECT AND ORGANIZE METADATA AND THE NEED FOR THIS REPORT

1.3 GUIDE TO THIS TECHNICAL REPORT

1.4 THANK YOU AND CONCLUDING REMARKS

Chapter 2: Types of data: terminology and examples

2.1 HOW TO READ THIS CHAPTER

2.2 INTRODUCTION

2.3 SIGNALS IN A TYPICAL WASTEWATER UTILITY

2.4 SIGNAL DATA, LABORATORY DATA, AND METADATA

2.4.1 Signal data

2.4.1.1 Data point dimensionality

2.4.1.2 Definitions

2.4.1.3 Absent and missing data

2.4.1.4 How to store information describing missing data

2.4.1.5 Additional remarks

2.4.2 Examples of signal data

2.4.2.1 Example E2.1: air flow rate setpoint

2.4.2.2 Example E2.2: air flow rate measurement

2.4.2.3 Example E2.3: ultraviolet-visible light absorbance spectrophotometry

2.4.2.4 Example E2.4: flow cytometry

2.4.3 Laboratory data

2.4.3.1 Definition

2.4.3.2 Example E2.5: laboratory measurements

2.4.4 Metadata

2.5 STRUCTURED AND UNSTRUCTURED DATA

2.5.1 Structured data

2.5.1.1 Definition Generated by AI.

Notes:

Description based on publisher supplied metadata and other sources.

Part of the metadata in this record was created by AI, based on the text of the resource.

OCLC:

1441725407