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Theo Brandsma KNMI, the Netherlands International workshop on the digitization of historical climate data the new SACA&D databases and climate analysis in the Asian region Citeko, Bogor, Indonesia, 2-5 April 2012 Hourly meteorological observations of Batavia/Jakarta in the 1866-1980 period
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Hourly meteorological observations of Batavia/Jakarta in ... 1/Brandsma_Batavia_April2012.pdf · 1.Yearbooks with hourly data of Batavia/Jakarta (1866-1980) 2.Yearbooks with daily

May 20, 2019

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Page 1: Hourly meteorological observations of Batavia/Jakarta in ... 1/Brandsma_Batavia_April2012.pdf · 1.Yearbooks with hourly data of Batavia/Jakarta (1866-1980) 2.Yearbooks with daily

Theo BrandsmaKNMI, the Netherlands

International workshop onthe digitization of historical climate data

the new SACA&D databases and climate analysis in the Asian region

Citeko, Bogor, Indonesia, 2-5 April 2012

Hourly meteorological observations of Batavia/Jakarta in the 1866-1980 period

Page 2: Hourly meteorological observations of Batavia/Jakarta in ... 1/Brandsma_Batavia_April2012.pdf · 1.Yearbooks with hourly data of Batavia/Jakarta (1866-1980) 2.Yearbooks with daily

2

Didah

1.Yearbooks with hourly data of Batavia/Jakarta (1866-1980)

2.Yearbooks with daily rainfall (1879-1916)

3.Yearbooks with monthly rainfall characteristics (1917-1965)

4.Yearbooks with monthly/annual data of secondary stations

(1910-1973)

5.Post 1970 data

Didah data sources

Page 3: Hourly meteorological observations of Batavia/Jakarta in ... 1/Brandsma_Batavia_April2012.pdf · 1.Yearbooks with hourly data of Batavia/Jakarta (1866-1980) 2.Yearbooks with daily

3

Background of the observatory and the measurements

Page 4: Hourly meteorological observations of Batavia/Jakarta in ... 1/Brandsma_Batavia_April2012.pdf · 1.Yearbooks with hourly data of Batavia/Jakarta (1866-1980) 2.Yearbooks with daily

4

Background of the observatory and the measurements

Situation of Batavia/Jakarta

Page 5: Hourly meteorological observations of Batavia/Jakarta in ... 1/Brandsma_Batavia_April2012.pdf · 1.Yearbooks with hourly data of Batavia/Jakarta (1866-1980) 2.Yearbooks with daily

5

Background of the observatory and the measurements

Batavia/Jakarta in 1866

Observatory •

Page 6: Hourly meteorological observations of Batavia/Jakarta in ... 1/Brandsma_Batavia_April2012.pdf · 1.Yearbooks with hourly data of Batavia/Jakarta (1866-1980) 2.Yearbooks with daily

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Jakarta today

Background of the observatory and the measurements

Page 7: Hourly meteorological observations of Batavia/Jakarta in ... 1/Brandsma_Batavia_April2012.pdf · 1.Yearbooks with hourly data of Batavia/Jakarta (1866-1980) 2.Yearbooks with daily

7

Background of the observatory and the measurements

Map of the observatory (1924)

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Page 9: Hourly meteorological observations of Batavia/Jakarta in ... 1/Brandsma_Batavia_April2012.pdf · 1.Yearbooks with hourly data of Batavia/Jakarta (1866-1980) 2.Yearbooks with daily

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1.Temperature

2.Rainfall

3.Air pressure

4.Relative humidity

5.Wind direction

6.Wind speed (from 1879 onwards)

7.Cloudiness (from 1880 onwards)

Main measured/observed meteorological variables

Background of the observatory and the measurements

Page 10: Hourly meteorological observations of Batavia/Jakarta in ... 1/Brandsma_Batavia_April2012.pdf · 1.Yearbooks with hourly data of Batavia/Jakarta (1866-1980) 2.Yearbooks with daily

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Background of the observatory and the measurements

Thermometer screen

Page 11: Hourly meteorological observations of Batavia/Jakarta in ... 1/Brandsma_Batavia_April2012.pdf · 1.Yearbooks with hourly data of Batavia/Jakarta (1866-1980) 2.Yearbooks with daily

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Digitization and quality control

Page 12: Hourly meteorological observations of Batavia/Jakarta in ... 1/Brandsma_Batavia_April2012.pdf · 1.Yearbooks with hourly data of Batavia/Jakarta (1866-1980) 2.Yearbooks with daily

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Digitization and quality control

Example from the yearbooks

1.Scanning2.OCR3.Quality control4.Database

Page 13: Hourly meteorological observations of Batavia/Jakarta in ... 1/Brandsma_Batavia_April2012.pdf · 1.Yearbooks with hourly data of Batavia/Jakarta (1866-1980) 2.Yearbooks with daily

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Some results

Page 14: Hourly meteorological observations of Batavia/Jakarta in ... 1/Brandsma_Batavia_April2012.pdf · 1.Yearbooks with hourly data of Batavia/Jakarta (1866-1980) 2.Yearbooks with daily

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Batavia/Jakarta annual mean temperature (1866-1980)

1860 1880 1900 1920 1940 1960 1980 2000year

25.0

25.5

26.0

26.5

27.0

27.5

28.0

Tem

pera

ture

(°C

)

Some results

Page 15: Hourly meteorological observations of Batavia/Jakarta in ... 1/Brandsma_Batavia_April2012.pdf · 1.Yearbooks with hourly data of Batavia/Jakarta (1866-1980) 2.Yearbooks with daily

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Batavia/Jakarta diurnal cycle changes (1866-1980)

0 2 4 6 8 10 12 14 16 18 20 22 24hour

24

25

26

27

28

29

30

Tem

pera

ture

(°C

)

1866-18901891-19201921-19501951-1980

Some results

Page 16: Hourly meteorological observations of Batavia/Jakarta in ... 1/Brandsma_Batavia_April2012.pdf · 1.Yearbooks with hourly data of Batavia/Jakarta (1866-1980) 2.Yearbooks with daily

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Population growth in Batavia/Jakarta 1870-2010

1860 1880 1900 1920 1940 1960 1980 2000year

105

106

107

45678

2

3

45678

2

3

45678

popu

latio

n

Some results

Page 17: Hourly meteorological observations of Batavia/Jakarta in ... 1/Brandsma_Batavia_April2012.pdf · 1.Yearbooks with hourly data of Batavia/Jakarta (1866-1980) 2.Yearbooks with daily

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0 2 4 6 8 10 12 14 16 18 20 22 24hour

0.0

0.2

0.4

0.6

0.8

1.0

Rai

nfal

l (m

m)

1866-18751876-1885

Batavia/Jakarta diurnal rainfall cycle changes (1866-1885)

Some results

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1. Validation of climate models

2. Construction of baseline climate and development of climate

scenarios

3. Study of long term climate trends and variability

4. Study of the impact of the urban heat island on climate

variables in Batavia/Jakarta

Possible applications of the dataset

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