Global Weather Station Market Research Report 2018-2023 by Players, Regions, Product Types & Applications

Global Weather Station Market Research Report 2017-2022 by Players, Regions, Product Types & Applications

Chapter One Methodology and Data Source

1.1 Methodology/Research Approach

1.1.1 Research Programs/Design

1.1.2 Market Size Estimation

1.1.3 Market Breakdown and Data Triangulation

1.2 Data Source

1.2.1 Secondary Sources

1.2.2 Primary Sources

1.3 Disclaimer

Chapter Two Weather Station Market Overview

2.1 Market Coverage

2.2 Global Weather Station Market Sales Volume Revenue and Price 2012-2017

Chapter Three Weather Station by Key Players 2013-2018

3.1 Global Weather Station Sales Volume Market Share by Key Players 2013-2018

3.2 Global Weather Station Revenue Share by Key Players 2013-2018

3.3 Global Key Players Weather Station Key Product Model and Market Performance

3.4 Global Key Players Weather Station Key Target Consumers and Market Performance

Chapter Four Weather Station by Regions 2013-2018

4.1 Global Weather Station Sales Market Share by Regions 2013-2018

4.2 Global Weather Station Revenue Market Share by Regions 2013-2018

4.3 Global Weather Station Price by Regions 2013-2018

4.4 North America

4.4.1 United States

4.4.2 Canada

4.5 Latin America

4.5.1 Mexico

4.5.2 Brazil

4.5.3 Argentina

4.5.4 Others in Latin America

4.6 Europe

4.6.1 Germany

4.6.2 United Kingdom

4.6.3 France

4.6.4 Italy

4.6.5 Spain

4.6.6 Russia

4.6.7 Netherland

4.6.8 Others in Europe

4.7 Asia & Pacific

4.7.1 China

4.7.2 Japan

4.7.3 India

4.7.4 Korea

4.7.5 Australia

4.7.6 Southeast Asia

4.7.6.1 Indonesia

4.7.6.2 Thailand

4.7.6.3 Philippines

4.7.6.4 Vietnam

4.7.6.5 Singapore

4.7.6.6 Malaysia

4.7.6.7 Others in Southeast Asia

4.8 Africa & Middle East

4.8.1 South Africa

4.8.2 Egypt

4.8.3 Turkey

4.8.4 Saudi Arabia

4.8.5 Iran

4.8.6 Others in Africa & Middle East

Chapter Five Weather Station Market by Product Types

5.1 Weather Station, by Measured Values 2013-2018

5.1.1 Global Weather Station Sales Market Share by Measured Values 2013-2018

5.1.2 Global Weather Station Revenue Market Share by Measured Values 2013-2018

5.1.3 Global Weather Station Price by Measured Values 2013-2018

5.1.4 Temperature

5.1.5 Wind Speed

5.1.6 Relative Humidity

5.1.7 Wind Direction

5.1.8 Other (Soil Moisture, Evapotranspiration)

5.2 Weather Station, by Power Sources 2013-2018

5.2.1 Global Weather Station Sales Market Share by Power Sources 2013-2018

5.2.2 Global Weather Station Revenue Market Share by Power Sources 2013-2018

5.2.3 Global Weather Station Price by Power Sources 2013-2018

5.2.4 Solar-powered

5.2.5 Battery-powered

5.2.6 Ultrasonic

5.2.7 Plug-in

Chapter Six Global Key Players Profile

6.1 Agricontrol

6.1.1 Agricontrol Company Details and Competitors

6.1.2 Agricontrol Key Weather Station Models and Performance

6.1.3 Agricontrol Weather Station Business SWOT Analysis and Forecast

6.1.4 Agricontrol Weather Station Sales Volume Revenue Price Cost and Gross Margin

6.2 Agrofrost NV

6.2.1 Agrofrost NV Company Details and Competitors

6.2.2 Agrofrost NV Key Weather Station Models and Performance

6.2.3 Agrofrost NV Weather Station Business SWOT Analysis and Forecast

6.2.4 Agrofrost NV Weather Station Sales Volume Revenue Price Cost and Gross Margin

6.3 Caipos GmbH

6.3.1 Caipos GmbH Company Details and Competitors

6.3.2 Caipos GmbH Key Weather Station Models and Performance

6.3.3 Caipos GmbH Weather Station Business SWOT Analysis and Forecast

6.3.4 Caipos GmbH Weather Station Sales Volume Revenue Price Cost and Gross Margin

6.4 Davis Instruments

6.4.1 Davis Instruments Company Details and Competitors

6.4.2 Davis Instruments Key Weather Station Models and Performance

6.4.3 Davis Instruments Weather Station Business SWOT Analysis and Forecast

6.4.4 Davis Instruments Weather Station Sales Volume Revenue Price Cost and Gross Margin

6.5 Decagon Devices, Inc.

6.5.1 Decagon Devices, Inc. Company Details and Competitors

6.5.2 Decagon Devices, Inc. Key Weather Station Models and Performance

6.5.3 Decagon Devices, Inc. Weather Station Business SWOT Analysis and Forecast

6.5.4 Decagon Devices, Inc. Weather Station Sales Volume Revenue Price Cost and Gross Margin

6.6 Delta-T Devices

6.6.1 Delta-T Devices Company Details and Competitors

6.6.2 Delta-T Devices Key Weather Station Models and Performance

6.6.3 Delta-T Devices Weather Station Business SWOT Analysis and Forecast

6.6.4 Delta-T Devices Weather Station Sales Volume Revenue Price Cost and Gross Margin

6.7 Dynamax, Inc.

6.7.1 Dynamax, Inc. Company Details and Competitors

6.7.2 Dynamax, Inc. Key Weather Station Models and Performance

6.7.3 Dynamax, Inc. Weather Station Business SWOT Analysis and Forecast

6.7.4 Dynamax, Inc. Weather Station Sales Volume Revenue Price Cost and Gross Margin

6.8 Hortau

6.8.1 Hortau Company Details and Competitors

6.8.2 Hortau Key Weather Station Models and Performance

6.8.3 Hortau Weather Station Business SWOT Analysis and Forecast

6.8.4 Hortau Weather Station Sales Volume Revenue Price Cost and Gross Margin

6.9 Hotraco Agri BV

6.9.1 Hotraco Agri BV Company Details and Competitors

6.9.2 Hotraco Agri BV Key Weather Station Models and Performance

6.9.3 Hotraco Agri BV Weather Station Business SWOT Analysis and Forecast

6.9.4 Hotraco Agri BV Weather Station Sales Volume Revenue Price Cost and Gross Margin

6.10 John Deere

6.10.1 John Deere Company Details and Competitors

6.10.2 John Deere Key Weather Station Models and Performance

6.10.3 John Deere Weather Station Business SWOT Analysis and Forecast

6.10.4 John Deere Weather Station Sales Volume Revenue Price Cost and Gross Margin

6.11 Lindsay Corporation

6.12 Muller-Elektronik GmbH & Co. KG

6.13 Pessl Instruments GmbH

6.14 Pinova ltd.

6.15 SENCROP

6.16 Senmatic A/S

6.17 SPECTRUM Technologies Inc.

6.18 Stelzner/ Pronova Analysentechnik GmbH&Co.KG

6.19 STEP Systems GmbH

Chapter Seven Weather Station by Appliance 2013-2018

7.1 Global Weather Station Sales Market Share by Appliance 2013-2018

7.2 Agricultural Irrigation

7.3 Landscape Irrigation

7.4 Greenhouse Irrigation

7.5 Others

7.6 Consuming Habit and Preference

Chapter Eight Industry Chain and Supply Chain

8.1 Weather Station Industry Chain Structure

8.1.1 R&D

8.1.2 Raw Materials (Components)

8.1.3 Manufacturing Plants

8.1.4 Regional Trading (Import Export and Local Sales)

8.1.5 Online Sales Channel

8.1.6 Offline Channel

8.1.7 End Users

8.2 Weather Station Manufacturing

8.2.1 Key Components

8.2.2 Assembly Manufacturing

8.3 Consumer Preference

8.4 Behavioral Habits

8.5 Marketing Environment

Chapter Nine Global Weather Station Market Size (Sales and Revenue) Forecast (2018-2023)

9.1 Global Weather Station Sales (K Units), Revenue (Million USD) Forecast (2018-2023)

9.2 Global Weather Station Sales (K Units) Forecast by Regions (2018-2023)

9.3 Global Weather Station Sales (K Units) Forecast by Application (2018-2023)

9.4 Global Weather Station Sales (K Units) Forecast by Measured Values (2018-2023)

9.5 Global Weather Station Sales (K Units) Forecast by Power Sources (2018-2023)

Chapter Ten Development Trend and Research Conclusion

10.1 Development Trend

10.2 Research Conclusion

Table Global Weather Station Sales Volume (K Units), Revenue (Million USD) and Price (USD/Unit)(2013-2018)

Figure Global Weather Station Revenue (Million USD) and Growth Rate (2013-2018)

Figure Global Weather Station Sales Volume (K Units) and Growth Rate (2013-2018)

Table Global Weather Station Sales Volume (K Units) by Key Players (2013-2018)

Table Global Weather Station Sales Volume Market Share by Key Players (2013-2018)

Figure Global Weather Station Sales Volume Market Share by Key Players 2017

Figure Global Weather Station Sales Volume Market Share by Key Players 2018

Table Global Weather Station Revenue (Million USD) by Key Players (2013-2018)

Table Global Weather Station Revenue Market Share by Key Players (2013-2018)

Figure Global Weather Station Revenue Market Share by Key Players 2017

Figure Global Weather Station Revenue Market Share by Key Players 2018

Table Global Key Players Key Product Model and Market Performance

Table Global Key Players Key Target Consumers and Market Performance

Table Global Weather Station Sales (K Units) by Regions (2013-2018)

Table Global Weather Station Sales Share by Regions (2013-2018)

Figure Global Weather Station Sales Market Share by Regions in 2017

Figure Global Weather Station Sales Market Share by Regions in 2018

Table Global Weather Station Revenue (Million USD) by Regions (2013-2018)

Table Global Weather Station Revenue Market Share by Regions (2013-2018)

Figure Global Weather Station Revenue Market Share by Regions in 2017

Figure Global Weather Station Revenue Market Share by Regions in 2018

Table Global Weather Station Price (USD/Unit) by Regions (2013-2018)

Table North America Weather Station Sales (K Units) by Regions (2013-2018)

Table North America Weather Station Revenue (Million USD) by Regions (2013-2018)

Table North America Weather Station Sales Volume (K Units) by Key Players 2013-2018

Figure North America Weather Station Sales (K Units) and Growth Rate (2013-2018)

Table Latin America Weather Station Sales (K Units) by Regions (2013-2018)

Table Latin America Weather Station Revenue (Million USD) by Regions (2013-2018)

Table Latin America Weather Station Sales Volume (K Units) by Key Players (2013-2018)

Figure Latin America Weather Station Sales (K Units) and Growth Rate (2013-2018)

Table Europe Weather Station Sales (K Units) by Regions (2013-2018)

Table Europe Weather Station Revenue (Million USD) by Regions (2013-2018)

Table Europe Weather Station Sales Volume (K Units) by Key Players (2013-2018)

Figure Europe Weather Station Sales (K Units) and Growth Rate (2013-2018)

Table Asia & Pacific Weather Station Sales (K Units) by Regions (2013-2018)

Table Asia & Pacific Weather Station Revenue (Million USD) by Regions (2013-2018)

Table Asia & Pacific Weather Station Sales Volume (K Units) by Key Players (2013-2018)

Figure Asia & Pacific Weather Station Sales (K Units) and Growth Rate (2013-2018)

Table Africa & Middle East Weather Station Sales (K Units) by Regions (2013-2018)

Table Africa & Middle East Weather Station Revenue (Million USD) by Regions (2013-2018)

Table Africa & Middle East Weather Station Sales Volume (K Units) by Key Players (2013-2018)

Figure Africa & Middle East Weather Station Sales (K Units) and Growth Rate (2013-2018)

Table Global Weather Station Sales (K Units) by Measured Values (2013-2018)

Table Global Weather Station Sales Market Share by Measured Values (2013-2018)

Figure Global Weather Station Sales Market Share by Measured Values in 2017

Table Global Weather Station Revenue (Million USD) by Measured Values (2013-2018)

Table Global Weather Station Revenue Market Share by Measured Values (2013-2018)

Figure Global Weather Station Revenue Market Share by Measured Values in 2017

Table Global Weather Station Price (USD/Unit) by Measured Values (2013-2018)

Table Top Players of Temperature Weather Station Products List

Figure Global Temperature Weather Station Sales (K Units) and Growth Rate (2013-2018)

Table Top Players of Wind Speed Weather Station Products List

Figure Global Wind Speed Weather Station Sales (K Units) and Growth Rate (2013-2018)

Table Top Players of Relative Humidity Weather Station Products List

Figure Global Relative Humidity Weather Station Sales (K Units) and Growth Rate (2013-2018)

Table Top Players of Wind Direction Weather Station Products List

Figure Global Wind Direction Weather Station Sales (K Units) and Growth Rate (2013-2018)

Table Top Players of Other (Soil Moisture, Evapotranspiration) Weather Station Products List

Figure Global Other (Soil Moisture, Evapotranspiration) Weather Station Sales (K Units) and Growth Rate (2013-2018)

Table Global Weather Station Sales (K Units) by Power Sources (2013-2018)

Table Global Weather Station Sales Market Share by Power Sources (2013-2018)

Figure Global Weather Station Sales Market Share by Power Sources in 2017

Table Global Weather Station Revenue (Million USD) by Power Sources (2013-2018)

Table Global Weather Station Revenue Market Share by Power Sources (2013-2018)

Figure Global Weather Station Revenue Market Share by Power Sources in 2017

Table Global Weather Station Price (USD/Unit) by Power Sources (2013-2018)

Table Top Players of Solar-powered Weather Station Products List

Figure Global Solar-powered Weather Station Sales (K Units) and Growth Rate (2013-2018)

Table Top Players of Battery-powered Weather Station Products List

Figure Global Battery-powered Weather Station Sales (K Units) and Growth Rate (2013-2018)

Table Top Players of Ultrasonic Weather Station Products List

Figure Global Ultrasonic Weather Station Sales (K Units) and Growth Rate (2013-2018)

Table Top Players of Plug-in Weather Station Products List

Figure Global Plug-in Weather Station Sales (K Units) and Growth Rate (2013-2018)

Table Global Weather Station Sales (K Units) by (2013-2018)

Table Global Weather Station Sales Market Share by (2013-2018)

Figure Global Weather Station Sales Market Share by in 2016

Table Global Weather Station Revenue (Million USD) by (2013-2018)

Table Global Weather Station Revenue Market Share by (2013-2018)

Figure Global Weather Station Revenue Market Share by in 2016

Table Global Weather Station Price (USD/Unit) by (2013-2018)

Table Global Weather Station Sales (K Units) by (2013-2018)

Table Global Weather Station Sales Market Share by (2013-2018)

Figure Global Weather Station Sales Market Share by in 2016

Table Global Weather Station Revenue (Million USD) by (2013-2018)

Table Global Weather Station Revenue Market Share by (2013-2018)

Figure Global Weather Station Revenue Market Share by in 2016

Table Global Weather Station Price (USD/Unit) by (2013-2018)

Table Agricontrol Company Details and Competitors

Table Agricontrol Key Weather Station Models and Performance

Table Agricontrol Weather Station Business SWOT Analysis and Forecast

Table Agricontrol Weather Station Output (K Units), Revenue (Million USD), Price (USD/Unit) and Gross Margin (%)(2013-2018)

Figure Agricontrol Weather Station Sales(Million Unit) and Growth Rate (%)(2013-2018)

Figure Agricontrol Weather Station Sales Market Share (%) in Global (2013-2018)

Figure Agricontrol Weather Station Sales Revenue(Million USD) and Growth Rate (%)(2013-2018)

Figure Agricontrol Weather Station Revenue Market Share (%) in Global (2013-2018)

Table Agrofrost NV Company Details and Competitors

Table Agrofrost NV Key Weather Station Models and Performance

Table Agrofrost NV Weather Station Business SWOT Analysis and Forecast

Table Agrofrost NV Weather Station Output (K Units), Revenue (Million USD), Price (USD/Unit) and Gross Margin (%)(2013-2018)

Figure Agrofrost NV Weather Station Sales(Million Unit) and Growth Rate (%)(2013-2018)

Figure Agrofrost NV Weather Station Sales Market Share (%) in Global (2013-2018)

Figure Agrofrost NV Weather Station Sales Revenue(Million USD) and Growth Rate (%)(2013-2018)

Figure Agrofrost NV Weather Station Revenue Market Share (%) in Global (2013-2018)

Table Caipos GmbH Company Details and Competitors

Table Caipos GmbH Key Weather Station Models and Performance

Table Caipos GmbH Weather Station Business SWOT Analysis and Forecast

Table Caipos GmbH Weather Station Output (K Units), Revenue (Million USD), Price (USD/Unit) and Gross Margin (%)(2013-2018)

Figure Caipos GmbH Weather Station Sales(Million Unit) and Growth Rate (%)(2013-2018)

Figure Caipos GmbH Weather Station Sales Market Share (%) in Global (2013-2018)

Figure Caipos GmbH Weather Station Sales Revenue(Million USD) and Growth Rate (%)(2013-2018)

Figure Caipos GmbH Weather Station Revenue Market Share (%) in Global (2013-2018)

Table Davis Instruments Company Details and Competitors

Table Davis Instruments Key Weather Station Models and Performance

Table Davis Instruments Weather Station Business SWOT Analysis and Forecast

Table Davis Instruments Weather Station Output (K Units), Revenue (Million USD), Price (USD/Unit) and Gross Margin (%)(2013-2018)

Figure Davis Instruments Weather Station Sales(Million Unit) and Growth Rate (%)(2013-2018)

Figure Davis Instruments Weather Station Sales Market Share (%) in Global (2013-2018)

Figure Davis Instruments Weather Station Sales Revenue(Million USD) and Growth Rate (%)(2013-2018)

Figure Davis Instruments Weather Station Revenue Market Share (%) in Global (2013-2018)

Table Decagon Devices, Inc. Company Details and Competitors

Table Decagon Devices, Inc. Key Weather Station Models and Performance

Table Decagon Devices, Inc. Weather Station Business SWOT Analysis and Forecast

Table Decagon Devices, Inc. Weather Station Output (K Units), Revenue (Million USD), Price (USD/Unit) and Gross Margin (%)(2013-2018)

Figure Decagon Devices, Inc. Weather Station Sales(Million Unit) and Growth Rate (%)(2013-2018)

Figure Decagon Devices, Inc. Weather Station Sales Market Share (%) in Global (2013-2018)

Figure Decagon Devices, Inc. Weather Station Sales Revenue(Million USD) and Growth Rate (%)(2013-2018)

Figure Decagon Devices, Inc. Weather Station Revenue Market Share (%) in Global (2013-2018)

Table Delta-T Devices Company Details and Competitors

Table Delta-T Devices Key Weather Station Models and Performance

Table Delta-T Devices Weather Station Business SWOT Analysis and Forecast

Table Delta-T Devices Weather Station Output (K Units), Revenue (Million USD), Price (USD/Unit) and Gross Margin (%)(2013-2018)

Figure Delta-T Devices Weather Station Sales(Million Unit) and Growth Rate (%)(2013-2018)

Figure Delta-T Devices Weather Station Sales Market Share (%) in Global (2013-2018)

Figure Delta-T Devices Weather Station Sales Revenue(Million USD) and Growth Rate (%)(2013-2018)

Figure Delta-T Devices Weather Station Revenue Market Share (%) in Global (2013-2018)

Table Dynamax, Inc. Company Details and Competitors

Table Dynamax, Inc. Key Weather Station Models and Performance

Table Dynamax, Inc. Weather Station Business SWOT Analysis and Forecast

Table Dynamax, Inc. Weather Station Output (K Units), Revenue (Million USD), Price (USD/Unit) and Gross Margin (%)(2013-2018)

Figure Dynamax, Inc. Weather Station Sales(Million Unit) and Growth Rate (%)(2013-2018)

Figure Dynamax, Inc. Weather Station Sales Market Share (%) in Global (2013-2018)

Figure Dynamax, Inc. Weather Station Sales Revenue(Million USD) and Growth Rate (%)(2013-2018)

Figure Dynamax, Inc. Weather Station Revenue Market Share (%) in Global (2013-2018)

Table Hortau Company Details and Competitors

Table Hortau Key Weather Station Models and Performance

Table Hortau Weather Station Business SWOT Analysis and Forecast

Table Hortau Weather Station Output (K Units), Revenue (Million USD), Price (USD/Unit) and Gross Margin (%)(2013-2018)

Figure Hortau Weather Station Sales(Million Unit) and Growth Rate (%)(2013-2018)

Figure Hortau Weather Station Sales Market Share (%) in Global (2013-2018)

Figure Hortau Weather Station Sales Revenue(Million USD) and Growth Rate (%)(2013-2018)

Figure Hortau Weather Station Revenue Market Share (%) in Global (2013-2018)

Table Hotraco Agri BV Company Details and Competitors

Table Hotraco Agri BV Key Weather Station Models and Performance

Table Hotraco Agri BV Weather Station Business SWOT Analysis and Forecast

Table Hotraco Agri BV Weather Station Output (K Units), Revenue (Million USD), Price (USD/Unit) and Gross Margin (%)(2013-2018)

Figure Hotraco Agri BV Weather Station Sales(Million Unit) and Growth Rate (%)(2013-2018)

Figure Hotraco Agri BV Weather Station Sales Market Share (%) in Global (2013-2018)

Figure Hotraco Agri BV Weather Station Sales Revenue(Million USD) and Growth Rate (%)(2013-2018)

Figure Hotraco Agri BV Weather Station Revenue Market Share (%) in Global (2013-2018)

Table John Deere Company Details and Competitors

Table John Deere Key Weather Station Models and Performance

Table John Deere Weather Station Business SWOT Analysis and Forecast

Table John Deere Weather Station Output (K Units), Revenue (Million USD), Price (USD/Unit) and Gross Margin (%)(2013-2018)

Figure John Deere Weather Station Sales(Million Unit) and Growth Rate (%)(2013-2018)

Figure John Deere Weather Station Sales Market Share (%) in Global (2013-2018)

Figure John Deere Weather Station Sales Revenue(Million USD) and Growth Rate (%)(2013-2018)

Figure John Deere Weather Station Revenue Market Share (%) in Global (2013-2018)

Table Lindsay Corporation Company Details and Competitors

Table Muller-Elektronik GmbH & Co. KG Company Details and Competitors

Table Pessl Instruments GmbH Company Details and Competitors

Table Pinova ltd. Company Details and Competitors

Table SENCROP Company Details and Competitors

Table Senmatic A/S Company Details and Competitors

Table SPECTRUM Technologies Inc. Company Details and Competitors

Table Stelzner/ Pronova Analysentechnik GmbH&Co.KG Company Details and Competitors

Table STEP Systems GmbH Company Details and Competitors

Table Global Weather Station Sales (K Units) by Appliance (2013-2018)

Figure Global Weather Station Sales Market Share by Appliance (2013-2018)

Figure Global Weather Station Sales Market Share by Appliance in 2017

Figure Global Agricultural Irrigation Weather Station Sales (K Units) and Growth Rate (2013-2018)

Figure Global Landscape Irrigation Weather Station Sales (K Units) and Growth Rate (2013-2018)

Figure Global Greenhouse Irrigation Weather Station Sales (K Units) and Growth Rate (2013-2018)

Figure Global Others Weather Station Sales (K Units) and Growth Rate (2013-2018)

Figure Global Weather Station Sales (K Units) and Growth Rate (%) Forecast (2018-2023)

Figure Global Weather Station Revenue (Million USD) and Growth Rate Forecast (2018-2023)

Figure Global Weather Station Price (USD/Unit) Trend Forecast (2018-2023)

Table Global Weather Station Sales (K Units) Forecast by Regions (2018-2023)

Table Global Weather Station Sales Volume Share Forecast by Regions (2018-2023)

Figure Global Weather Station Sales Volume Share Forecast by Regions (2018-2023)

Figure Global Weather Station Sales Volume Share Forecast by Regions in 2023

Table Global Weather Station Sales (K Units) Forecast by Application (2018-2023)

Figure Global Weather Station Sales Volume Market Share Forecast by Application (2018-2023)

Figure Global Weather Station Sales Volume Market Share Forecast by Application in 2023

Table Global Weather Station Sales (K Units) Forecast by Measured Values (2018-2023)

Figure Global Weather Station Sales (K Units) Forecast by Measured Values (2018-2023)

Figure Global Weather Station Sales Volume Market Share Forecast by Measured Values in 2023

Table Global Weather Station Sales (K Units) Forecast by Power Sources (2018-2023)

Figure Global Weather Station Sales (K Units) Forecast by Power Sources (2018-2023)

Figure Global Weather Station Sales Volume Market Share Forecast by Power Sources in 2023