This paper presents an overview of the HARIMAU2010 campaign focusing on convective activity with the diurnal rainfall meridional march (DRMM) over Jakarta, which is located on the northern coast of Jawa Island of the Indonesian maritime continent (IMC), based on 1-month intensive observations by a C-band Doppler radar and multi-point atmospheric sounding array conducted during 16 January–14 February 2010. The campaign period corresponded to a phase after large-scale Madden–Julian oscillation (MJO) active convections passed over Jakarta (MJO inactive phase). The cross-equatorial northerly surge (CENS) intruded into the Jawa Sea with a cold tongue (CT) of sea surface temperature (SST) in the beginning of the period (CENS active period: 16–26 January), and then, it started to retreat (transition period: 27 January–05 February); afterward, only a few signs of it were apparent (CENS inactive period: 06–14 February). The observational results showed that (1) rainfall over Jakarta has the nature of DRMM during the MJO inactive phase at least, (2) the DRMM is likely driven primarily by “land-breeze”-like local meridional circulation, and (3) the meridional spatiotemporal variation of rainfall over Jakarta is thus controlled by activities of both the CENS and CT over the Jawa Sea.
The Indonesian maritime continent (IMC) lies along the equator and has a zonal width of more than 5000 km. It is composed of various-sized islands with massive orography and complicated coastlines, which are surrounded by oceans with high sea surface temperature (SST). Consequently, a substantial amount of rainfall is produced over the IMC by various kinds of convective activities both in time and space. These convective activities play a major role as an energy source that drives the Walker and Hadley circulations through released heat and moisture transport (Ramage 1968). Satellite observations have shown that the spatial distribution of tropical rainfall is not homogeneous, and it tends to be well concentrated in “coastal regions,” which can be defined as regions within a distance of 300 km from the coastlines (Ogino et al. 2016, 2017). For example, a coastal heavy rainband (CHeR) formed by diurnally developed convections along the western coastline of Sumatera Island, Indonesia, was identified clearly by satellite and radar observations (Mori et al. 2011). Thus, the IMC with its long coastlines receives more substantial rainfall amounts than those over other regions in the tropical lands and open oceans.
Diurnally developed convections and local circulations over the IMC have been studied widely, in particular over equatorial western Sumatera Island (e.g., Wu et al. 2003, 2009a; Mori et al. 2004, 2006, 2011; Sakurai et al. 2005, 2009, 2011; Shibagaki et al. 2006a; Hamada et al. 2008; Kawashima et al. 2011) and in relation to intraseasonal variations (ISVs) including the Madden–Julian oscillation (MJO, Madden and Julian 1972) (e.g., Shibagaki et al. 2006b; Fujita et al. 2011; Kamimera et al. 2012). These studies were based on a number of campaign-related observations that were collected by using X-band Doppler radars, intensive atmospheric soundings, rain gauge networks, disdrometers, and surface weather stations, as well as satellite observations. Results from those previous studies have shown the nature of diurnal land–sea migrations of precipitating systems, their variations with the MJO, and seasonal migration patterns; furthermore, such works resulted in the climatological identification of the CHeR along the southwestern coastline of Sumatera. Recently, Yokoi et al. (2017) examined the mechanism of a diurnal migrating precipitating system along the southwestern coastline of Sumatera by using mainly intensive atmospheric soundings and both shipboard and ground-based C-band radars during November–December 2015 for a preliminary campaign of the Years of the Maritime Continent (YMC); the results of their research implied that there is a crucial role of offshore preconditioning by gravity waves. See Yamanaka (2016) and Yamanaka et al. (2018) for more comprehensive reviews of field observational studies over the IMC.
Jakarta, the capital megacity of Indonesia located in the northwestern “coastal region” of Jawa Island, Indonesia (Fig. 1), has frequently suffered from serious floods in the downtown areas and landslides in the mountain foothill regions caused by torrential rainfall events, which occurred mainly during the boreal winter season from December to February (Wu et al. 2007, 2013; Trilaksono et al. 2011, 2012; Sulistyowati et al. 2014); this timeframe corresponds to the primary rainy season around Jakarta (e.g., Hamada et al. 2002, 2012). Therefore, it is crucial to clarify the environmental conditions associated with torrential rainfall events and obtain a better understanding of the generation and development mechanisms to ensure the socioeconomic security of the coastal megacity Jakarta, as well as to contribute to the current meteorological and climatological points of view. Wu et al. (2007) conducted case studies of torrential rainfall that occurred in January–February 2007 around Jakarta based on the Quick Scatterometer (QuikSCAT) sea surface winds and both operational sounding and radar observation data. They found that these events were generated by the interaction between cross-equatorial northerly surges (CENSs) intruding into the Jawa Sea from the Northern Hemisphere (Hattori et al. 2011) and local circulations over Jakarta, which were closely related to diurnally developed convections over mountain foothill regions in southern Jakarta. In addition, convective activities over the IMC are known to be significantly affected by eastward traveling synoptic disturbances of the MJO or ISV. A case study of the extreme rainfall that occurred during January 2013 over Jakarta showed that an active phase of the MJO approaching the IMC played an essential role in the development of long-lasting convections, which were generated by interactions between the CENS in the Jawa Sea and diurnal local circulations over Jawa Island (Wu et al. 2013). Furthermore, Trilaksono et al. (2011, 2012) examined the same case as Wu et al. (2007) by using the Japan Meteorological Agency (JMA)/Meteorological Research Institute (MRI)–nonhydrostatic model (JMA/MRI–NHM: Saito et al. 2006) and suggested the importance of a cold anomaly in the lower troposphere associated with the CENS, which may be essential for generating the extreme rainfall that results in serious flooding in Jakarta; notably, there was fine horizontal resolution in the model simulations, which allowed them to resolve the complicated topography and diurnally developed local circulations.
Early in the observation history, van Bemmelen (1922) first examined diurnal variations of local winds over Batavia (the old name for the capital Jakarta in the Dutch colonial era) scientifically based on pilot balloon observations in 1905–1915 and found a pronounced land–sea circulation in the lower troposphere that showed a predominant northerly sea breeze in daytime below a height of 1 km with a counter southerly flow above and a comparatively weak southerly land breeze in reverse during the nighttime to the early morning period. Since then, the local winds, namely, land–sea circulations, and their relation to convective activity over Jakarta have been widely studied by Hashiguchi et al. (1995a, 1995b, 1995c), Hadi et al. (2000, 2002), Renggono et al. (2001), and Araki et al. (2006). These works were conducted by using an L-band wind profiling radar (WPR, also named as a boundary layer radar (BLR)), which was located at Serpong (Fig. 1b) in the southern part of the “greater Jakarta” region (Jakarta city and surrounding urban agglomerations of Jakarta, Bogor, Depok, Tangerang, and Bekasi (JABODETABEK); hereafter, just referred to as Jakarta) shown as the area surrounded by a solid blue line in Fig. 1b. These researchers thoroughly examined the nature of these circulations and possible mechanisms, although the data obtained were basically limited to only vertical measurements at one place rather than spatiotemporal images from the Geostationary Meteorological Satellite (GMS). Recently, Realini et al. (2014) and Oigawa et al. (2017) examined the spatiotemporal variation of precipitable water vapor (PWV) and its relation to diurnally developed convections by using a multi-point global satellite navigation system (GNSS) over Jakarta and Bandung, as well as C-band and X-band radars, respectively. In addition, numerical model simulations have been utilized to diagnose interactions between local winds, namely, land–sea circulations and diurnally developed convections over Jakarta, and the results implied a vital role of the CENS or cold tongue (CT) of SST over the South China Sea (SCS) in generating active convections at the land-breeze front, in particular for nocturnal heavy precipitation around the coastal region (Trilaksono et al. 2011, 2012; Koseki et al. 2012); however, no spatiotemporal radar or in situ observational data have been examined yet.
As the final campaign of the 5-year Japan Earth Observation System (EOS) Promotion Program (JEPP)–Hydrometeorological Array for ISV-Monsoon Automonitoring (HARIMAU) project (2005–2010, Yamanaka et al. 2008), we have carried out an integrated observation study, named HARIMAU2010 from 00 UTC (coordinated universal time) on 16 January 2010 to 24 UTC on 14 February 2010 (30 days) during the major rainy season over Jakarta. As shown in Fig. 1b, we deployed a C-band Doppler radar (CDR), intensive atmospheric sounding network, and surface weather stations during the campaign period so as to investigate the nature and spatiotemporal variation of convective activities that can generate torrential rainfall over Jakarta as well as those interactions among the MJO, CENS, and CT. This paper provides an overview of the HARIMAU2010 campaign and examines the spatiotemporal variation of diurnally developed convections over Jakarta by focusing on their relation to local circulations as the first case study based on CDR observations with a multi-point sounding array.
Figure 1 shows the topography of the western part of Jawa Island along with the locations of observational sites for this study, which are described in detail in the following subsections. Jakarta is located at the most northern tip of a plain extending between the mountain range and Jawa Sea to the south and north, respectively. Averaged precipitation over the region is approximately 2000 mm year− 1 and 400 mm month− 1 in the rainy season (Hamada et al. 2012). Local time (LT) used in this study represents West Indonesian standard time (WIB) over the western part of Indonesia (WIB meridian: 105° E) including Jakarta (LT = UTC + 7 h). Therefore, the sunrise (sunset) time over Jakarta is approximately 06 (18) LT throughout the year.
C-band Doppler and wind profiling radars
We employed the CDR and WPR installed at Serpong (6.40° S, 106.70° E, 46 m above mean sea level (AMSL)) to observe the behaviors of convections over Jakarta and wind profiles, respectively, with high temporal and spatial resolutions. Major specifications of the CDR and WPR are summarized in Table 1. The CDR obtains the three-dimensional reflectivity and Doppler velocities every 6 min through a series of conical scans with antenna elevations ranging from 0.6° to 50° (volume scan mode) and surveillance observations at one elevation angle (0.6°). Observation radii of the CDR were 105 km (Fig. 1b) and 175 km for the volume scan mode and surveillance observations, respectively, and only the former data were examined in the present study.
Data obtained by the CDR were first processed by the Sigmet “interactive radar information system (IRIS)” (Vaisala 2008), and the following three signal filters were applied: “log receiver signal-to-noise ratio (LOG),” “clutter-to-signal ratio (CSR),” and “signal quality index (SQI).” Range bins with LOG < 1.0 dB, CSR < 23 dB, and SQI < 0.4 were omitted as “no data,” which is where reflectivity was below the noise level and Doppler velocity was not available. Then, the IRIS “speckle filter” was applied to remove isolated data bins that must not have been weather targets, for example, towers and aircrafts. Atmospheric gaseous attenuation was corrected by 0.0016 dB km− 1 as the IRIS default setting, whereas rain attenuation was not applied to the obtained data because only qualitative rain distributions were analyzed in the present study and no quantitative discussions were presented,Footnote 1 for example, comparisons with ground-based rain gauge data or satellite-derived rainfall data. The area between 6.83° S and 6.72° S was disregarded from the analyses because of the serious ground clutter below 2 km AMSL caused by the mountain range in the southern part of Jawa Island, as shown in Fig. 1.
The reflectivity and radial Doppler velocity were interpolated over the Cartesian coordinates with grid intervals of 0.5 km (421 grids × 421 grids in a 105 km × 105 km square) in the horizontal and 0.5 km in the vertical (40 levels from 0.5 to 20 km AMSL) plane for this study. Reflectivity fields were partitioned into convective and stratiform regions by using a technique proposed by Steiner et al. (1995). We calculated the hourly rainfall rates from the reflectivity field by using Z–R relations for each rainfall type, where Z and R are the radar reflectivity (dBZ) and rainfall rate (mm h− 1), respectively. In this study, we employed the Z–R relations as first-guess values for rainfall rate estimations in the Tropical Rainfall Measuring Mission (TRMM) 2A25 version 5 algorithm, i.e., Z = 148 R1.55 for convective rainfall, Z = 276 R1.49 for stratiform rainfall (Schumacher and Houze Jr., 2003), to facilitate comparisons of the rainfall characteristics among various regions. Then, the rainfall rates were averaged over the maximum volume-scan coverage area to estimate radar echo coverage (%) in the following analyses. Radar echo coverage was defined as the area of radar echo (km2) with a radar reflectivity of more than 10 dBZ at a specific height divided by the area of radar detection (km2) at the same height. The CDR data used in the present study started from 09 LT on 17 January 2010 because of electrical troubles and ended at 07 LT on 15 February 2010.
The WPR obtained three components of the wind velocity with high spatiotemporal resolutions (see Table 1) during the campaign period successfully. The WPR data were valuable for analyzing the fine structures of the wind distribution in and out of mesoscale convections around the Serpong WPR site as a number of previous studies have showed, e.g., Hashiguchi et al. (1995a, 1995b, 1995c), Hadi et al. (2000), Renggono et al. (2001), and Araki et al. (2006). However, the WPR data were not analyzed in this paper because these data were not suitable for direct comparisons with spatiotemporally averaged CDR and atmospheric sounding array data over the “greater Jakarta” region, which are mentioned later in detail.
Intensive atmospheric soundings
We made intensive soundings from 00 UTC on 16 January to 24 UTC on 14 February 2010 (30 days) at 6-h intervals and additional 3-hourly soundings from 00 UTC on 24 January to 24 UTC on 06 February 2010 (14 days) at Pramuka (05.74° S, 106.62° E, 1 m AMSL), Serang (06.11° S, 106.13° E, 71 m AMSL), Karawang (06.39° S, 107.51° E, 53 m AMSL), and Bogor (06.58° S, 106.79° E, 248 m AMSL) to obtain the atmospheric structure at sub-diurnal temporal scales. In addition, we employed operational (00 and 12 UTC) and extra (06 and 18 UTC) sounding data obtained at Cengkareng (06.11° S, 106.65° E, 9 m AMSL), where there is a meteorological station for the Jakarta Soekarno–Hatta International Airport managed by the Agency for Meteorology, Climatology and Geophysics, Indonesia (BMKG). Locations of sounding stations are depicted in Fig. 1b, and specifications for the sounding time and types of transmitters, receivers, and balloons are summarized in Table 2. All soundings provided vertical profiles of pressure, temperature, relative humidity, and horizontal wind every 2 s, which corresponded to a height resolution of approximately 10 m, and the data were averaged vertically into 100-m intervals. In addition, 3-hourly interpolated data were created during the 6-hourly sounding period at each station for the following analyses.
We adopted the sounding stations at Pramuka (PMK), Serang (SER), Cengkareng (CGK), Karawang (KRW),Footnote 2 and Bogor (BGR) for representative locations of the “coastal sea” over the Jawa Sea, western, central, and eastern “coastal land,” and “mountain foothills” of southern Jakarta, respectively, as shown in Fig. 1b. However, we found serious biases in the operational sounding data collected at Cengkareng, in particular for the relative humidity in the lower troposphere as well as the temperature and wind data. Therefore, we made a composite dataset as a proxy of the soundings at Cengkareng by using those data obtained at both Serang and Karawang, and then, we used it in the following analyses designated as “Cengkareng* (CGK*)” at the middle point (06.25° S, 106.82° E, 62 m AMSL) between Serang and Karawang (see Fig. 1b), the representative location of “central coastal land.” In addition, portions of sounding data in the beginning of the campaign were lacking because of receiver troubles at Pramuka and Karawang (see Table 2 for details).
Automatic weather stations (AWSs) were deployed at Bogor, Pramuka, Serang, Serpong (Vaisala MAWS201), and Karawang (Davis Weather Monitor II). They provided surface pressure, temperature, relative humidity, solar radiation, wind direction and speed, and rainfall data. The minimum sensitivity for the rainfall amount and the temporal resolution of the recorded data were 0.2 mm and 1 min, respectively. However, the whole AWS dataset obtained at Karawang was lost during a mechanical malfunction. Raindrop size distribution data were obtained every 1 min with a Parsivel M300 optical disdrometer at Bogor. Moreover, rainwaters were sampled at Pramuka, Bogor, and the Pondok Betung BMKG station (06.25° S, 107.61° E, 26 m AMSL) every 3 or 6 h for stable isotope analyses (e.g., Fudeyasu et al. 2011; Belgaman et al. 2016), though these data are not examined in this paper.
Optimum interpolation sea surface temperature (OISST; Banzon et al. 2016) and blended sea winds (BSW; Zhang et al. 2006) data provided by the U.S. National Oceanic and Atmospheric Administration (NOAA) and objective reanalysis data (Kalnay et al. 1996) supplied by the U.S. National Centers for Environmental Prediction (NCEP) were used to analyze large-scale environmental conditions over the Jawa Sea and Jawa Island during the campaign period. The spatiotemporal resolutions of the OISST and BSW datasets were 0.25° × 0.25° and 1 day, and those of the NCEP reanalysis were 2.5° × 2.5° and 1 day. An all-season real-time multivariate MJO (RMM) index (Wheeler and Hendon 2004) provided by the Bureau of the Meteorology Research Centre (BMRC) of Australia was also used to confirm the phases of MJO activity during this period. A global satellite mapping of precipitation (GSMaP; Okamoto et al. 2005) near-real-time (NRT) dataset provided by the Japan Aerospace Exploration Agency (JAXA) was used to examine the temporal and spatial distribution of rainfall over the whole IMC region. In addition, the GTOPO30 (U.S. Geological Survey 1993) global digital elevation model (DEM) dataset with a spatial resolution of 30-min arcseconds was used to confirm the area of radar detection and depict the topography around the study region. Moreover, we made numerical model simulations for experimental near real-time rainfall forecasts over Jakarta with the JMA/MRI-NHM, though those results are not presented in this paper because their reproducibility has not been validated sufficiently for analyses yet.
Synoptic view during the campaign period
A Hovmöller diagram of the GSMaP rain rate and NCEP wind barbs at 925 hPa during January–February 2010 is shown in Fig. 2 along with a RMM diagram for the same period. Although a large-scale disturbance recognized as a MJO passed over the IMC region in early January, only small-scale and isolated rain areas were identified over western Jawa (106°–107° E) during the campaign period of 16 January–15 February 2010. Westerly wind prevailed over the IMC in the beginning of the campaign period, which blew into the convection center of the MJO in the east. As a result, the northwestern part of Jawa including Jakarta city was regarded as being in the MJO inactive phase and free from effects caused by such large-scale equatorial disturbances. Indeed, the RMM index (Fig. 2b) showed that the center of the MJO activity passed through the IMC (regions 4–5) by 20 January 2010, and then it reached into the western Pacific Ocean (regions 6–7) in February.
Each panel in Fig. 3 shows (a) temporal variations of the NCEP horizontal wind vectors and meridional wind speed (shade) at 925 hPa, (b) the CENS index defined as the area averaged meridional sea surface wind over 105° E–115° E, 5° S–EQ (Hattori et al. 2011) based on BSW data, (c) the CT index defined as the area averaged SST at 2° N–10° N and 105° E–112° E based on OISST data (Koseki et al. 2012), (d) the area averaged GSMaP daily rainfall over the western part of Jawa including Jakarta shown in the rectangular areas in Fig. 1b, and (e) the CDR echo coverage at a height of 2 km with the convective echo fraction during the campaign period. As seen in Fig. 3a, CENS originated from the far north (> 20° N) Siberia–Mongolia area and ran through the East and South China Seas, and then it finally intruded into the northern coastline of Jawa Island (6° S), with the largest negative CENS index at < − 5 m s− 1 (Fig. 3b; we used the definition of a “CENS event” by Hattori et al. 2011) at the beginning of the campaign (16 January). This was followed by a short break period (19–24 January), and then its strength decreased gradually with time until the end of the campaign (14 February). As a result, moderate northerly wind up to 3–4 m s− 1 prevailed over Jakarta in the first half of the campaign followed by weak southerly wind less than 2 m s− 1 in the latter half of the period, though northerly wind was still observed over the Jawa Sea. Simultaneously, the CT index (Fig. 3c) reached its minimum on 17 January and then increased gradually with intermittent minimal peaks. Consequently, the campaign period was regarded as a withdrawal or weakening phase of both the CENS and CT from the synoptic point of view.
Figure 3d shows the area averaged daily rainfall over the western part of the Jawa Island, which is divided into the coastal sea (red), land (green), and mountain foothill (gray) regions as shown in Fig. 1b.The daily rainfall over the coastal sea and land regions before the campaign started showed maximums of approximately 60 mm and 90 mm, respectively, while that over the mountain foothills was below 20 mm. Conversely, the values were comparatively small (i.e., mostly below 20 mm) in the former 20 days (16 January–04 February) except on 26 and 29 January over the coastal sea and land regions. On the other hand, the daily rainfall over the mountain foothill region amounted to more than 50 mm in the latter 10 days (05–14 February) while that over the coastal sea and land regions stayed mostly below 30 mm and 10 mm, respectively. The total CDR echo coverage (Fig. 3e) in the beginning of the campaign showed diurnal variations with peaks of around 25–40% until 23 January. The convective echo fraction during the same period had similar variations with peaks below 20% just in advance of each peak in the total echo coverage. Conversely, diurnal peaks of convective echo fractions after 23 January increased gradually from approximately 20 to 30% until 13 February when the next northerly wind approached Jawa Island, though they decreased a little over a short period during 28 January and 02 February.
Time–height cross sections of sounding data during the campaign period obtained at Bogor, where the most southern sounding station is located alongside the mountain foothills, are presented in Fig. 4. We first examined the data obtained at Bogor because this was the only station that had no missing data period during the campaign, including for 3-hourly soundings (Table 1), and it was one of the fundamental stations used for further analyses in the following subsections. Although meridional wind in the lower troposphere (Fig. 4d) showed a weak northerly component in the beginning of the period, which was consistent with the sign of the CENS in Fig. 3a, it was not sustainable and was followed by a frequent southerly component by the end of the period. Meanwhile, zonal wind (Fig. 4c) in the lower troposphere showed a westerly velocity of more than 10 m s− 1 in the beginning of the campaign period, which blew into the MJO convection center located in the western Pacific Ocean as mentioned above. On the other hand, that in the upper troposphere was strong easterly wind, which formed stable vertical wind shear, and this wind was strong in the former half of the period. The westerly wind in the lower troposphere decreased by the end of January and then changed into weak easterly wind in the latter half of the period. This zonal wind regime, i.e., strong westerly, westerly, and easterly winds, also characterized the three sub-periods of the campaign.
Although equivalent potential temperature (Fig. 4a) showed vital diurnal variations throughout the analysis period, it displayed a cold anomaly in the former half of the period followed by a warm anomaly, which occurred 5–10 days in advance of the zonal wind shift in the lower troposphere. The specific humidity (Fig. 4b) showed massive dry layers in the middle troposphere around a height of 5 km in the beginning (16–20 January) and the end (10–14 February) of the analysis periods as well as diurnal variations in the lower troposphere. Sounding data in the middle to upper troposphere, i.e., above a height of 5 km, which were observed at all five stations, had quite similar synoptic characteristics to those data collected at Bogor (figures not shown) because they were obtained within a horizontal range of 100 km at maximum (see Fig. 1b). Those in the lower troposphere, however, showed pronouncedly different features from each other in particular from the point of their diurnal variations, which are described in detail in the following subsections.
Based on the results of the synoptic views above, we divided the campaign period into three 10-day sub-periods as follows: period-I (16–25 January 2010), period-II (26 January–04 February 2010), and period-III (05–14 February 2010), hereafter referred to as the CENS active, transition, and inactive periods, respectively, for convenience in the analyses. The CENS and CT indices and brief descriptions of the lower troposphere in each sub-period are summarized in Table 3.
Meridional march of diurnal rainfall over Jakarta and local circulations
Figure 5 shows the daily and diurnal variations of surface rainfall during the campaign period observed by AWSs at Pramuka (a), Serang (b), Serpong (c), and Bogor (d), which correspond to the north (coastal sea), west (coastal land), central (plain), and south (mountain foothills) areas of the sounding array, respectively, as shown in Fig. 1b. Note that the AWS data at Serang were employed as “coastal land” because there was no AWS installed at Cengkareng and that at Karawang was completely in a no data status during the whole campaign period (see Table 2). Diurnal rainfall over the “coastal sea” observed at Pramuka increased rapidly after sunset around 18 LT; its primary peak occurred at 21 LT. Then, it decreased gradually until 06 LT with a secondary peak at 03 LT. This diurnal variation seems to be a combination of typical variations over the land with evening showers and over the sea with nocturnal rain. The Pramuka daily rainfall was comparatively large in the middle of the campaign period (25 January–5 February), but not much occurred at both the beginning and ending of the period. The rainfall over the “coastal land” observed at Serang (Fig. 5b) did not show any specific diurnal peaks or daily variations, though there was a slight tendency for more rainfall in the early morning (late evening) in the former (latter) half of the period, whereas that over the “plain” area observed at Serpong (Fig. 5c) showed weaker and gentle diurnal peaks in the afternoon at 12 LT and 16 LT according to period averaged characteristics throughout the whole period without specific daily variations. Conversely, that over the “foothills” observed at Bogor (Fig. 5d) showed a pronounced diurnal variation with a striking peak at around 17 LT as an averaged appearance (right panel), though the peak time varied much day by day during the period. In addition, the daily rainfall amount increased gradually from the beginning to the end of the period with a phase delay of the diurnal rainfall peak from around noon (11 LT) to the evening (18 LT). Similar phase delay features were also seen at the other AWS stations but around differential local times, e.g., at Pramuka (Fig. 5a) from 18 LT to 03 LT in the beginning to middle of the period, though this was not so clear in comparison with that in Bogor (Fig. 5d). These findings indicate that diurnal and daily rainfall variations over Jakarta have quite different characteristics along the meridional direction perpendicular to the coastline.
We then proceeded to examine the meridional variation of diurnally developed convections during the campaign period, which have been partially reported on by Sulistyowati et al. (2014) as well. Figure 6a shows the meridional variation of the CDR echo distribution at a height of 2 km over Jakarta averaged over a 100-km width (106.25° E–107.15° E) in the east–west direction from the CDR site as shown by a rectangle with dashed red lines in Fig. 1b. Note that the width decreases only from 5.6° S (100 km) to 5.5° S (70 km) according to our analysis, and this condition also applies to Figs. 6, 7, 8, and 9. The weak and broad extent of the radar echo was evident in the first quarter of the period, which corresponded to the intrusion of the active CENS (Fig. 3a), and similar echoes were seen in the last few days of the period. A major part of the echo distribution showed pronounced diurnal variation with strong reflectivity in the southern mountainous region in the afternoon and northern coastal region in the nighttime to next early morning. Both major reflectivity regions were connected apparently in some cases from south (north) to north (south) in the late evening (early morning); however, this was not always obvious for the whole period. Therefore, the diurnal variation (48 h for convenience) of the radar echo distribution averaged over the whole campaign period is presented in Fig. 6b, and it was composed of the following three major parts: (1) a large extent of the echo area developed in the daytime to late evening around the mountains on the southern side of Jakarta, (2) northward traveling echoes moved from the mountains to the coastline in the evening (approximately 15 LT) at a speed of approximately 5 m s− 1, and then they stayed and redeveloped around the coastal region through the night, and (3) some parts of the echoes started to return back southward from the coastal to mountain foothill regions in the morning (approximately 06 LT) with a speed of approximately 2 m s− 1, although this was not more obvious than the northward propagation. Note that, however, these are period averaged characteristics created by the superposition of diurnal cycles, which varied much from day to day. Indeed, these characteristics are apparently different among the CENS active, transition, and inactive phases, as shown in Fig. 8, and they should be examined in detail individually as we will do in our next study.
Finally, in this subsection, we examine the diurnal variation of the meridional local circulation over Jakarta and its relation to the rainfall spatial variation, namely, the diurnal rainfall meridional march (hereafter, DRMM). Figure 7 shows cross-sectional views of meridional wind circulation in the lower troposphere perpendicular to the coastline from the “coastal sea (Pramuka)” to the “mountain foothills (Bogor)” through the “coastal land (Cengkareng*)” every 3 h from 07 LT to 04 LT on the following day averaged for the campaign period as well as the area averaged rainfall intensity calculated from the CDR reflectivity observations. Meridional wind at 13 LT showed substantial sea-breeze-like northerly wind in the whole lower troposphere below a height of 3 km from the Jawa Sea to mountain foothills with a maximum close to the surface layer. Rainfall intensity increased gradually from the coastline to foothill region at the same time and reached its daily maximum of approximately 1 mm h− 1 over the foothills around Bogor. Afterward, a land-breeze-like southerly wind appeared first at 16 LT close to the surface over the foothills and the rainfall intensity over the foothill (coastal land) region started to decrease (increase) simultaneously. The southerly wind near the surface over the land increased its depth and meridional extent after sunset at 19 LT, and thus, a frontline formed at the location of the surface northerly wind over the coastal land (Cengkareng*). Most of the rainfall over the foothill and plain regions disappeared at the same time, and another weak and broad rainfall area started to appear instead, which stretched from the coastline to the coastal sea region. Finally, the southerly wind close to the surface reached over the Jawa Sea (Pramuka) at 22 LT at its maximum extent in a day, and then it started to retreat from the coastal sea southward at 01 LT and was balanced with the predominant synoptic northerly wind close to the sea surface. A rainfall peak was generated around the coastline at 04 LT ahead of a front that formed between the intrusion of northerly wind from the Jawa Sea to the coastal land and the retreating land-breeze-like southerly wind. The sea-breeze-like northerly wind developed much after the sunrise during 07–10 LT and covered over the whole study area quite rapidly, whereas a moderate rainfall area remained over the coastline.
The aforementioned results can be summarized as follows. (1) Most rainfall was generated originally over the mountain foothill region in the area south of Jakarta in the afternoon when the sea breeze was predominant over the whole study region, and then, it decreased with time after reaching a maximum in the evening. (2) Another rainfall event started to form over the “front” of land-breeze-like southerly wind after sunset and traveled toward the north until it reached the diurnal peak over the coastline region in the early morning of the following day. (3) The peak of coastal rainfall decreased with time after sunrise and seemed to be traveling southward as daytime convections developed gradually over the plain and then mountain foothill region by afternoon.
Role of CENS and CT in the DRMM over Jakarta
Based on the results presented in the last subsection, we found that the diurnal cycle of local meridional circulation along the coastline of the Jawa Sea played an essential role in the formation of DRMM over Jakarta. We next examine how the DRMM over Jakarta varies in response to the CENS with CT intrusion into or retreat from Jawa Island, which is a fundamental environment for the local meridional circulation. Figure 8 shows the averaged DRMM over Jakarta observed by the CDR, and the data are the same as those in Fig. 6b but show the CENS active (a: 16–25 January 2010), transition (b: 26 January–04 February 2010), and CENS inactive (c: 05–14 February 2010) periods.
First, rainfall over the mountain foothill region (6.7° S–6.4° S) showed a narrow but not very developed peak at around 12 LT during the CENS active period (Fig. 8a) and there was mostly no rainfall in the late afternoon (15–21 LT), whereas that over the coastal land region around 6.3° S–6.0° S was quite active during 18–06 LT. Both northward and southward DRMMs were not well identified, and the two major rainfall areas looked separated. Second, rainfall during the CENS transition period (Fig. 8b) over the foothill region increased in its intensity with a peak around 15 LT, and then it weakened gradually but was maintained by the evening (18 LT); meanwhile, that over the coastal region showed a weak and broad extent during 19–06 LT after the arrival of the northward DRMM in the evening. Finally, rainfall over the mountain foothill region during the CENS inactive period (Fig. 8c) increased markedly in its intensity with a maximum at around 18 LT and was maintained until the middle of the night (24 LT); thus, there was mostly no rainfall in the morning (06–12 LT). Meanwhile, that over the coastal region showed only weak and scattered echoes. Both northward and southward DRMMs were well identified. These characteristics observed by the CDR were consistent with the results of AWS data, in particular for the results obtained at Bogor (Fig. 5d), i.e., the daily rainfall amount increased gradually from the beginning to the end of the campaign period with a phase delay of the diurnal rainfall peak from around noon (11 LT) to the evening (18 LT). Similar phase delay in the diurnal rainfall peak was also shown in both AWS data obtained at Pramuka (Fig. 5a) and the CDR observations from the evening (18 LT) to the middle of the night (24 LT), though it was less clear than that at Bogor.
The diurnal meridional circulations in the CENS active and inactive periods (Fig. 9) showed the following characteristics.
First, a rainfall peak over the mountain foothills around Bogor in the CENS inactive period (Fig. 9b) started to develop after 13 LT and reached its maximum (> 2 mm h− 1) at 16 LT when the land-breeze-like southerly wind close to the surface started to appear over Bogor, which converged with the intrusion of sea-breeze-like northerly wind. On the other hand, the rainfall peak around Bogor in the CENS active period (Fig. 9a) was formed earlier (13 LT) and was much smaller (~ 1 mm h− 1) in comparison to that in the CENS inactive period, and it then decreased early by 16 LT, a time in which the southerly near surface wind was not identified well, yet. The results suggest that the active CENS northerly wind close to the surface intruded deeply into the foothills until evening and then suppressed (or weakened) both the land-breeze generation and resulting local convections around Bogor after 13 LT, which must have been developed more at 16 LT in the CENS inactive period as result of the sufficient convergence with the distinct land-breeze-like southerly wind.
Second, the land-breeze-like near surface southerly wind in the CENS inactive period (Fig. 9b) around Bogor intensified and reached its maximum (> 3 m s− 1) at 19–22 LT, and it was shallow at a height of less than 500 m. The land-breeze-like southerly wind was identified even over the coastal sea (Pramuka) from 22 LT to 04 LT on the following day, and then it weakened and disappeared by 10 LT. On the other hand, that in the CENS active period (Fig. 9a) was weaker (< 2 m s− 1) and deeper, i.e., at a height of approximately 1 km, during 19–22 LT. Although it reached over the coastal sea (Pramuka) once around 22 LT, it started to retreat back to land sooner (by 01 LT) in comparison to that in the inactive period.
Third, a rainfall peak was formed gradually around the coastline after 16 LT in the CENS active period (Fig. 9a), and then the rainfall reached its maximum at 04 LT (> 3 mm h− 1) with a weak but broad in extent rain area over the coastal sea when the land-breeze-like southerly wind was retreating across the coastline after reaching its maximum extent at 22 LT. On the other hand, rainfall around the coastline in the CENS inactive period (Fig. 9b) started to develop slowly after 01 LT, and then it reached a smaller peak (< 2 mm h− 1) at 10 LT after sunrise (06 LT) when the land-breeze-like southerly wind disappeared.
Cause of the northward DRMM in the nighttime
Diurnal marches of coastal convections similar to those examined in this study have been widely identified over the Sumatera (e.g., Wu et al. 2003, 2009a; Mori et al. 2004; Sakurai et al. 2005; Yokoi et al. 2017), Kalimantan/Borneo (e.g., Houze et al. 1981; Ichikawa and Yasunari 2006; Wu et al. 2008), and Papua/New Guinea (e.g., Liberti et al. 2001; Zhou and Wang 2006; Ichikawa and Yasunari 2008) islands of the IMC and have been suggested to play an essential role in the formation of CHeRs (Mori et al. 2011). Sakurai et al. (2011) showed convergence between near surface easterly wind from dissipating local convective cells along the southwestern coastline of Sumatera Island and ambient southerly wind over the Indian Ocean, and this resulted in the successive generation of convective cells at the leading edge of precipitating systems that drove their offshore migration according to a case study of dual-Doppler radar observations. In addition, Mori et al. (2011) suggested that a seeder-feeder mechanism acts between leading-edges of westward spreading anvil clouds formed by local convections and eastward propagating large-scale MJO convections, which contributes to the offshore migration and re-development of the precipitating systems over the same region. On the contrary, Yokoi et al. (2017) recently studied radar and intensive sounding data obtained during the pre-YMC2015 campaign conducted around Bengkulu (3.86° S, 102.33° E) on the southwestern coastline of Sumatera and found that shallow gravity waves generated by initial convections over the mountain foothill region in the daytime drove the convections toward the offshore in the late evening. Meanwhile, Wu et al. (2008) showed that the land-breeze (gravity current) circulation played an essential role in the nocturnal offshore migration of rainfall over Kalimantan/Borneo Island, and such events were mainly formed by evaporation cooling after rainfall in the evening over the island plain as well as nocturnal radiative cooling based on both satellite observations and numerical model simulations. Moreover, Ichikawa and Yasunari (2008) concluded that orography induced local circulation (i.e., mountain–valley breeze) and its interaction with large-scale monsoon winds were key factors for rainfall offshore propagation over New Guinea Island in addition to both land–sea breeze circulation and gravity waves.
Based on the observational results presented above, the northward (southward) DRMM is suggested to be driven by convections formed over converged frontlines ahead of land-breeze (sea breeze)-like southerly (northerly) wind close to the surface. Characteristics of southward DRMM in this study are consistent with the results reported by Hadi et al. (2002), which showed a southward traveling sea breeze in the daytime that formed along the northern coastline of Jawa Island, as identified by line-shaped clouds based on a series of GMS visible images displaying remarkable increases of surface relative humidity. Although their data were obtained in August, which corresponds to the dry season over Jakarta, the typical onset time of sea breeze over the coastline was 10 LT in their study, and it traveled southward with a speed of approximately 10 km h− 1 (2.8 m s− 1), which roughly matches with our results shown in Fig. 6b. The northward DRMM has been previously reported on observationally by Wu et al. (2007) during the CENS active phase in February and both Sulistyowati et al. (2014) and (Katsumata M, Mori S, Hamada JI, Hattori M, Syamsudin F, and Yamanaka MD (2018) Diurnal cycle over a coastal area of the maritime continent as derived by special networked soundings over Jakarta during HARIMAU2010. Unpublished) during the same campaign period of this study. In addition, Koseki et al. (2012) showed a northward DRMM in their control runs with a CT during November and March (major rainy season) with a traveling speed of approximately 4 m s− 1 (it traveled 140 km in 9 h, see their Fig. 9a), which was also roughly consistent with our results though they did not mention it explicitly. In addition, they concluded that nocturnal rainfall over the Jawa Sea formed by the convergence between the northerly monsoon with a CT and the nocturnal land breeze originating from the southern side of Jakarta (i.e., foothill and plain regions); this rainfall amount was much reduced when the CT was suppressed because of the weakened land-breeze “front” resulting in decreased northerly monsoon flow. Observational results in this study, however, as shown in Figs. 8 and 9, are not consistent with their model-simulated conclusions. A possible reason why there was an inconsistency is that they discussed the rainfall over the Jawa Sea apart from the coastline at a distance of approximately 30–100 km, whereas that of our study was the area just over the coastline region (Figs. 7 and 9), which might involve other mechanisms as discussed briefly below.
In regard to the rainfall peaks that formed just over the coastline region as shown at 22–04 LT (04–10 LT) in Fig. 9a (Fig. 9b) when the land (sea) breeze was retreating (developing) across the coastline, specific processes may have worked to enhance them, e.g., land surface roughness decreased the northerly wind speed intruding from the Jawa Sea and this produced the coastal convergence (e.g., McPherson 1970; Pielke 1974; Alestalo and Savijärvi 1985). In addition to this, other mechanisms that may have contributed as drivers of the DRMM over Jakarta, e.g., mountain–valley breeze circulations (e.g., Qian 2008), gravity waves (e.g., Wu et al. 2009b; Yokoi et al. 2017), self-sustaining and/or cumulus merger processes in mesoscale convective systems (e.g., Qian 2008; Sakurai et al. 2009, 2011), and the heat and moisture budgets studied by (Katsumata M, Mori S, Hamada JI, Hattori M, Syamsudin F, and Yamanaka MD (2018) Diurnal cycle over a coastal area of the maritime continent as derived by special networked soundings over Jakarta during HARIMAU2010. Unpublished) and their local transportation, should be examined in detail based on more case studies and/or by using numerical model simulations in future studies.
Large-scale northerly wind influence on the southward DRMM in the daytime
Hadi et al. (2000, 2002) showed that there are intrusions of sea breezes around 14 LT over Serpong, typically during the dry season, based on WPR observed data in 2000, and the intrusions were identified well by the abrupt increase of relative humidity and decrease of both temperature and solar radiation as well as the arrival of northerly wind below a height of 1 km. They also found, however, that northerly wind intrusions could be observed in the rainy season over Serpong, but these occurred much earlier at around 12 LT than those in the dry season. In addition, the sea-breeze intrusions occurred earlier on cloudy days even in the same dry season, though the intensity of sea-breeze circulation weakened accordingly. This seasonal variation was also identified climatologically by Araki et al. (2006) based on the same WPR observations, and the results were consistent with the time of surface maximum temperature at Serpong, i.e., 12 LT (14 LT) with a maximum temperature 30 °C (34 °C) in the rainy (dry) season. Hadi et al. (2002) suggested that the advanced arrival of northerly wind in both the rainy season and cloudy days in the dry season was not directly driven by typical sea-breeze circulations but closely related to cloud development over the plain region, i.e., inflow toward active convections that had already formed in the southern mountain foothill region, although Hadi et al. (2000) explained that the Kelvin–Helmholtz (KH) instability in the sea breeze delayed its intrusion speed during clear days.
Results of sounding and CDR analyses in this study were consistent with those in previous studies, in particular those in the rainy season. In addition, contrasts between the CENS active and inactive periods, e.g., advanced (delayed) times of less (more) rainfall peaks over the land in the CENS active (inactive) period, were similar to those between both rainy and dry seasons and cloudy and clear sky days during the dry season. Predominant northwesterly wind in the CENS active period resulted after the eastward passage of the MJO convention center (Fig. 2), which masked over the local sea-breeze circulation in the daytime, and it is suggested here that this suppresses or makes it difficult to maintain local convections over the land, which develop mainly until the evening in the CENS inactive period. The assumption is that enhancement of the northerly wind in the daytime of the CENS active period is accompanied by thermally driven local circulation that is suppressed soon after noon because of the much greater extent in cloudiness (Araki et al. 2006). This idea is also consistent with the results of Qian et al. (2010) in that weakening of northwesterly monsoon wind over the IMC amplifies the local diurnal cycle of land–sea breezes and mountain–valley winds over the western part of Jawa Island, which produces more rainfall over the mountainous region. Another possibility is that abundant rainfall over the coastal region in the night to early morning period might consume water vapor much in advance so that it would not be transported to the plain and foothill regions, which could make the atmosphere unstable in the daytime. Further studies that examine the spatiotemporal variation of moisture and local atmospheric stability characteristics during the CENS active and inactive periods will be required to settle these questions. For example, zonal variations of convective activity, which were predominant in the CENS active period with strong northwesterly synoptic winds, namely, eastward moving rain echoes mostly originating from Sumatera Island (figure not shown), might play another important role in the generation of nocturnal rainfall over the coastal area of the Jawa Sea; these provide a good contrast to the DRMMs under the remarkable local meridional circulations during the CENS inactive period.
This paper presented an overview of the HARIMAU2010 campaign focusing on convective activity with the DRMM over Jakarta, Jawa Island, in the IMC based on 1-month intensive observations by a CDR and data from a multi-point sounding array that were first collected in this area during 00 UTC on 16 January to 24 UTC on 14 February 2010. The campaign period corresponded to a phase after large-scale MJO active convections passed over Jakarta (MJO inactive phase). The CENS intruded into the Jawa Sea with a CT in the beginning of the period (CENS active period: 16–25 January), and then it started to retreat (transition period: 26 January–04 February); finally, few signs of it could be detected (CENS inactive period: 05–14 February). The results of this study imply that (1) rainfall over Jakarta has the nature of DRMM during the MJO inactive phase at least, (2) the DRMM is suggested to be driven primarily by “land-breeze”-like local meridional circulation, and (3) the meridional spatiotemporal variation of rainfall over Jakarta is controlled by activities of both the CENS and CT over the Jawa Sea, consequently.
Daily and diurnal variations of surface rainfall observed by AWSs at all sounding and CDR/WPR sites showed distinctly different characteristics, in particular for those in the meridional directions among the northern (Pramuka: coastal sea), central (Serpong: plain), and southern (Bogor: mountain foothills) sides of Jakarta. Rainfall over the coastal sea had a gentle peak in the night followed by a weak one until the next morning, whereas that over the mountain foothills had a pronounced peak in the evening and was delayed gradually from the beginning to the end of the period with increases in its intensity. The CDR confirmed those characteristics formed by the meridional marches of diurnal rainfall (DRMMs), which traveled northward (southward) in the nighttime (daytime) over Jakarta with speed of approximately 5 m s− 1 (2 m s− 1). In addition, spatiotemporal variation of meridional winds over Jakarta based on the intensive soundings showed a land–sea-breeze-like circulation close to the surface, namely, the development and expansion of land-breeze-like southerly wind from the mountain foothill region after sunset (19 LT), and then an increase of its intensity and intrusion into the Jawa Sea occurred across the coastline in the nighttime (22 LT) followed by its retreat back to the land region early the next morning (04 LT). Both results suggest that nocturnal rainfall formed over the front of land-breeze-like southerly wind close to the surface and traveled from the mountain foothill region with evening showers toward the coastal region through the night coincident with the meridional advance and retreat of the front. Furthermore, the observational results suggested that the northward (southward) DRMM was driven primarily by convections formed over the converged frontline ahead of land-breeze (sea-breeze)-like southerly (northerly) wind close to the surface. Although the nature of the DRMM was fundamentally consistent with the results in a previous numerical simulation study (Koseki et al. 2012), other mechanisms that may play a contributing role as drivers of the DRMM over Jakarta, e.g., mountain–valley breeze circulations, gravity waves, self-sustaining processes in mesoscale convective systems, and coastal convergence effects, as well as heat and moisture budgets and their local transportation, should be examined in detail in future studies.
The DRMM as well as the local meridional circulation showed distinct behaviors in the CENS active and inactive periods, which can be summarized as follows. (1) Rainfall over the mountain foothill region peaked weaker (stronger) and earlier (later) around 12–13 LT (16–18 LT) in the CENS active (inactive) period. On the other hand, (2) that over the Jawa Sea peaked quite stronger (weaker) and earlier (later) around 04 LT (10 LT) in the CENS active period. (3) Land-breeze-like southerly wind close to the surface was weaker (stronger) and stayed over the Jawa Sea for a shorter (longer) time until around 04 LT (07 LT) after crossing the coastline in the CENS active (inactive) period. Consequently, these results explained the unique characteristics in daily and diurnal variations of rainfall at the mountain hill region (Bogor) well (Fig. 5d). Predominant northerly wind in the CENS active period, which masked over the local sea-breeze circulation in the daytime, may suppress or make it difficult to maintain local convections over the land, which develop mainly until the evening in the CENS inactive period. Assumptions speculated from previous studies, e.g., suppression of afternoon rain showers by greater extents of cloudiness and lesser supplies of precipitable water vapor from the coastal to foothill regions due to the consumption by abundant nocturnal rainfall in the CENS active period also, should be studied by examining the spatiotemporal variation of moisture and local atmospheric stability characteristics during the CENS active and inactive periods. This would help to settle these questions in the next phase of research. In addition, WPR and another surface observation dataset, which were not analyzed in this paper, should be utilized for case studies in the next step to focus more on the mesoscale structure of diurnally developed convections together with other data, for example, spatiotemporal variations of echo top heights obtained by the CDR (Katsumata M, Mori S, Hamada JI, Hattori M, Syamsudin F, and Yamanaka MD (2018) Diurnal cycle over a coastal area of the maritime continent as derived by special networked soundings over Jakarta during HARIMAU2010. Unpublished) and intensive atmospheric soundings during the campaign to compare with the results of previous studies based on single WPR observations. Furthermore, quantitative analyses of rainfall derived from CDR will be needed for hydrometeorological studies over Jakarta involving comparisons with ground-based rain gauge data as well as GSMaP satellite observations.
Note that the HARIMAU2010 campaign was the first to have conducted comprehensive meteorological research observations over the “greater Jakarta” region with an intensive atmospheric sounding network. The CDR used in the campaign continued its observations until the end of May 2013. After that, BMKG started operational C-band Doppler radar observations at Tangerang (6.13° S, 106.66° E), which covered the “greater Jakarta” region, and this effort continues at present.
We experimentally applied a typical rain attenuation correction of 0.0018 R1.05 (dB km− 1) for C-band (wavelength = 5 cm) radars (Doviak and Zrnić 1993) to the obtained data and found that there is no serious difference between the original and corrected data. For example in Fig. 3e, total echo coverage (convective rain area fraction) of the original and corrected data during the campaign period were 13.0% (7.7%) and 13.2% (7.5%), respectively.
Although Karawang is located at a higher latitude than Serang, distances from the nearest coastline to Karawang are approximately 20 km. It is not so far from these locations to Cengkareng and Serang (approximately 5 km and 10 km, respectively), the “coastal land” stations, in comparison with the distances to Serpong and Bogor (approximately 40 km and 50 km, respectively), the “plain” and “mountain foothill” stations, respectively. In addition, Karawang is located over a large open field facing the northern coastline and there are only broad paddy fields and ponds for cultivations between Karawang and the coastline, i.e., there are no specific obstacles that would disturb meridional winds in the lower troposphere. It is also a quite different environment than Serpong (plain) and/or Bogor (mountain foothills) because there is the large downtown area of Jakarta with its numerous skyscrapers between the coastline and these stations. Consequently, we deal with Karwang as the representative location of the eastern “coastal land” in the present study.
Above mean sea level
Automatic weather station
Boundary layer radar
Agency for Meteorology, Climatology and Geophysics, Indonesia
Bureau of Meteorology Research Centre
Agency for the Assessment and Application of Technology, Indonesia
Blended sea winds
C-band Doppler radar
Cross-equatorial northerly surge
A three-letter code for the Soekarno–Hatta International Airport, Indonesia
Coastal heavy rainband
Digital elevation model
Diurnal rainfall meridional march
Earth Observation System
Geostationary Meteorological Satellite
Global navigation satellite system
Global satellite mapping of precipitation
Global 30 arcsecond elevation
Hydrometeorological Array for ISV-Monsoon Automonitoring (name of a project)
Indonesian maritime continent
Interactive radar information system
Jakarta, Bogor, Depok, Tangerang, and Bekasi
Japanese Aerospace Exploration Agency
Japanese EOS Promotion Plan (name of a project/fund)
Japanese fiscal year
Japan International Cooperation Agency
Japan Meteorological Agency
Japan Society for the Promotion of Science (name of a fund)
Japan Science and Technology Agency
Grants-in-Aid for Scientific Research (name of a fund)
National Institute of Aeronautics and Space
Log receiver signal-to-noise ratio
Monsoon Asian Hydro-atmosphere Scientific Research and Prediction Initiative (name of a project)
Maritime Continent Center of Excellence
Meteorological Research Institute, Japan
National Centers for Environmental Prediction, USA
National Oceanic and Atmospheric Administration, USA
Optimum Interpolation Sea Surface Temperature
Precipitation Measuring Mission (name of a project/fund)
Pulse repetition frequency
Precipitable water vapor
Real-time multivariate MJO
Science and Technology Research Partnership for Sustainable Development (name of a project /fund)
South China Sea
Signal quality index
Sea surface temperature
Tropical Rainfall Measuring Mission
United States of America
Coordinated universal time
West Indonesian standard time
Wind profiling radar
Years of the Maritime Continent (name of a project)
Araki R, Yamanaka MD, Murata F, Hashiguchi H, Oku Y, Sribimawati T, Kudsy M, Renggono F (2006) Seasonal and interannual variations of diurnal cycles of wind and cloud activity observed at Serpong, west Jawa, Indonesia. J Meteor Soc Japan 84A:171–194 https://doi.org/10.2151/jmsj.84A.171
Banzon V, Smith TM, Chin TM, Liu C, Hankins W (2016) A long-term record of blended satellite and in situ sea-surface temperature for climate monitoring, modeling and environmental studies. Earth Syst Sci Data 8:165–176 https://doi.org/10.5194/essd-8-165-2016
Belgaman HA, Ichiyanagi K, Tanoue M, Suwarman R (2016) Observational research on stable isotopes in precipitation over Indonesian maritime continent. J Japanese Assoc Hydrol Sci 46:7–28 https://doi.org/10.4145/jahs.46.7
Fudeyasu H, Ichiyanagi K, Yoshimura K, Mori S, Sakurai N, Hamada JI, Yamanaka MD, Matsumoto J, Syamsudin F (2011) Effects of large-scale moisture transport and mesoscale processes on precipitation isotope ratios observed at Sumatera, Indonesia. J Meteor Soc Japan 89A:49–59 https://doi.org/10.2151/jmsj.2011-A03
Fujita M, Yoneyama K, Mori S, Nasuno T, Satoh M (2011) Diurnal convection peaks over the eastern Indian Ocean off Sumatra during different MJO phases. J Meteor Soc Japan 89A:317–330 https://doi.org/10.2151/jmsj.2011-A22
Hadi TW, Horinouchi T, Tsuda T, Hashiguchi H, Fukao S (2002) Sea-breeze circulation over Jakarta, Indonesia: a climatology based on boundary layer radar observations. Mon Wea Rev 130:2153–2166 https://doi.org/10.1175/1520-0493(2002)130<2153:SBCOJI>2.0.CO;2
Hadi TW, Tsuda T, Hashiguchi H, Fukao S (2000) Tropical sea-breeze circulation and related atmospheric phenomena observed with L-band boundary layer radar in Indonesia. J Meteor Soc Japan 78:123–140 https://doi.org/10.2151/jmsj1965.78.2_123
Hamada JI, Mori S, Yamanaka MD, Haryoko U, Lestari S, Sulistyowati R, Syamsudin F (2012) Interannual rainfall variability over northwestern Jawa and its relation to the Indian Ocean dipole and El Nino southern-oscillation events. SOLA 8:69–72 https://doi.org/10.2151/sola.2012-018
Hamada JI, Yamanaka MD, Matsumoto J, Fukao S, Winarso PA, Sribimawati T (2002) Spatial and temporal variations of the rainy season over Indonesia and their link to ENSO. J Meteor Soc Japan 80:285–310 https://doi.org/10.2151/jmsj.80.285
Hamada JI, Yamanaka MD, Mori S, Tauhid YI, Sribimawati T (2008) Differences of rainfall characteristics between coastal and mountainous areas of Sumatera, Indonesia. J Meteor Soc Japan 86:593–611 https://doi.org/10.2151/jmsj.86.593
Hashiguchi H, Fukao S, Tsuda T, Yamanaka MD, Tobing DL, Sribimawati T, Harijono SWB, Wiryosumarto H (1995c) Observations of the planetary boundary layer over equatorial Indonesia with an L-band clear-air Doppler radar: initial results. Radio Sci 30:1043–1054 https://doi.org/10.1029/95RS00653
Hashiguchi H, Tsuda T, Fukao S, Yamanaka MD, Harijono SWB, Wiryosumarto H (1995a) Boundary layer radar observations of the passage of the convection center over Serpong, Indonesia (6°S, 107°E) during the TOGA-COARE intensive observation period. J Meteor Soc Japan 73:535–548 https://doi.org/10.2151/jmsj1965.73.2B_535
Hattori M, Mori S, Matsumoto J (2011) The cross-equatorial northerly surge over the maritime continent and its relationship to precipitation patterns. J Meteor Soc Japan 89A:27–47 https://doi.org/10.2151/jmsj.2011-A02
Houze RA, Geotis SG, Marks FD, West AK (1981) Winter monsoon convection in the vicinity of North Borneo. Part I: structure and time variation of the clouds and precipitation. Mon Wea Rev 109:1595–1614 https://doi.org/10.1175/1520-0493(1981)109<1595:WMCITV>2.0.CO;2
Kalnay E, Kanamitsu M, Kistler R, Collins W, Deaven D, Gandin L, Iredell M, Saha S, White G, Woollen J, Zhu Y, Leetmaa A, Reynolds R, Chelliah M, Ebisuzaki W, Higgins W, Janowiak J, Mo KC, Ropelewski C, Wang J, Jenne R, Joseph D (1996) The NCEP/NCAR 40-year reanalysis project. Bull Amer Meteor Soc 77:437–471 https://doi.org/10.1175/1520-0477(1996)077<0437:TNYRP>2.0.CO;2
Kamimera H, Mori S, Yamanaka MD, Syamsudin F (2012) Modulation of diurnal rainfall cycle by the Madden–Julian oscillation based on one-year continuous observations with a meteorological radar in West Sumatera. SOLA 8:111–114 https://doi.org/10.2151/sola.2012-028
Kawashima M, Fujiyoshi Y, Ohi M, Mori S, Sakurai N, Abe Y, Harjupa W, Syamsudin F, Yamanaka MD (2011) Case study of an intense wind event associated with a mesoscale convective system in west Sumatera during the HARIMAU2006 campaign. J Meteor Soc Japan 89A:239–257 https://doi.org/10.2151/jmsj.2011-A15
Koseki S, Koh TY, Teo CK (2012) Effects of the cold tongue in the South China Sea on the monsoon, diurnal cycle and rainfall in the maritime continent. Q J R Meteorol Soc 139(675):1566–1582 https://doi.org/10.1002/qj.2052
Liberti GL, Chéruy F, Desbois M (2001) Land effect on the diurnal cycle of clouds over the TOGA COARE area, as observed from GMS IR data. Mon Wea Rev 129:1500–1517 https://doi.org/10.1175/1520-0493(2001)129<1500:LEOTDC>2.0.CO;2
Madden RA, Julian PR (1972) Description of global-scale circulation cells in the tropics with a 40–50 day period. J Atmos Sci 29:1109–1123 https://doi.org/10.1175/1520-0469(1972)029<1109:DOGSCC>2.0.CO;2
Mori S, Hamada JI, Sakurai N, Fudeyasu H, Kawashima M, Hashiguchi H, Syamsudin F, Arbain AA, Sulistyowati R, Matsumoto J, Yamanaka MD (2011) Convective systems developed along the coastline of Sumatera Island, Indonesia, observed with an X-band Doppler radar during the HARIMAU2006 campaign. J Meteor Soc Japan 89A:61–81 https://doi.org/10.2151/jmsj.2011-A04
Mori S, Hamada JI, Tauhid YI, Yamanaka MD, Okamoto N, Murata F, Sakurai N, Hashiguchi H, Sribimawati T (2004) Diurnal land-sea rainfall peak migration over Sumatera Island, Indonesian maritime continent, observed by TRMM satellite and intensive rawinsondes soundings. Mon Wea Rev 132:2021–2039 https://doi.org/10.1175/1520-0493(2004)132<2021:DLRPMO>2.0.CO;2
Mori S, Hamada JI, Yamanaka MD, Kodama YM, Kawashima M, Shimomai T, Shibagaki Y, Hashiguchi H, Sribimawati T (2006) Vertical wind characteristics in precipitating cloud systems over west Sumatera, Indonesia, observed with equatorial atmosphere radar: case study of 23-24 April 2004 during the first CPEA campaign period. J Meteor Soc Japan 84A:113–131 https://doi.org/10.2151/jmsj.84A.113
Oigawa M, Matsuda T, Tsuda T, Noersomadi (2017) Coordinated observation and numerical study on a diurnal cycle of tropical convection over a complex topography in West Java, Indonesia. J Meteor Soc Japan 95:261–281 https://doi.org/10.2151/jmsj.2017-015
Qian J, Robertson AW, Moron V (2010) Interactions among ENSO, the monsoon, and diurnal cycle in rainfall variability over Java, Indonesia. J Atmos Sci 67:3509–3524 https://doi.org/10.1175/2010JAS3348.1
Realini E, Sato K, Tsuda T, Susilo, Manik T (2014) An observation campaign of precipitable water vapor with multiple GPS receivers in western Java, Indonesia. Prog Earth Planet Sci 1:17 https://doi.org/10.1186/2197-4284-1-17
Renggono F, Hashiguchi H, Fukao S, Yamanaka MD, Ogino SY, Okamoto N, Murata F, Harijono SWB, Kudsy M, Kartasasmita M, Ibrahim G (2001) Precipitating clouds observed by 1.3-GHz L-band boundary layer radars in equatorial Indonesia. Ann Geophys 19:889–897 https://doi.org/10.5194/angeo-19-889-2001
Sakurai N, Kawashima M, Fujiyoshi Y, Hashiguchi H, Shimomai T, Mori S, Hamada JI, Murata F, Yamanaka MD, Tauhid YI, Sribimawati T, Suhardi B (2009) Internal structure of migratory cloud system with diurnal cycle over Sumatera Island during CPEA-I campaign. J Meteor Soc Japan 87:157–170 https://doi.org/10.2151/jmsj.87.157
Sakurai N, Mori S, Kawashima M, Fujiyoshi Y, Hamada JI, Shimizu S, Fudeyasu H, Tabata Y, Harjupa W, Hashiguchi H, Yamanaka MD, Matsumoto J, Emrizal, Syamsudin F (2011) Migration process and 3D wind field of precipitation systems associated with a diurnal cycle in west Sumatera: dual Doppler radar analyses during the HARIMAU2006 campaign. J Meteor Soc Japan 89:341–361 https://doi.org/10.2151/jmsj.2011-404
Sakurai N, Murata F, Yamanaka MD, Mori S, Hamada JI, Hashiguchi H, Tauhid YI, Sribimawati T, Suhardi B (2005) Diurnal cycle of cloud system migration over Sumatera Island. J Meteor Soc Japan 83:835–850 https://doi.org/10.2151/jmsj.83.835
Shibagaki Y, Kozu T, Shimomai T, Mori S, Murata F, Fujiyoshi Y, Hashiguchi H, Fukao S (2006a) Evolution of a super cloud cluster and the associated wind fields observed over the Indonesian maritime continent during the first CPEA campaign. J Meteor Soc Japan 84A:19–31 https://doi.org/10.2151/jmsj.84A.19
Shibagaki Y, Shimomai T, Kozu T, Mori S, Fujiyoshi Y, Hashiguchi H, Yamamoto MK, Fukao S, Yamanaka MD (2006b) Multi-scale convective systems associated with an intraseasonal oscillation over the Indonesian maritime continent. Mon Wea Rev 134:1682–1696 https://doi.org/10.1175/MWR3152.1
Steiner M, Houze RA Jr, Yuter SE (1995) Climatological characterization of three-dimensional storm structure from operational radar and rain gauge data. J Appl Meteorol 34:1978–2007 https://doi.org/10.1175/1520-0450(1995)034<1978:CCOTDS>2.0.CO;2
Sulistyowati R, Hapari RI, Syamsudin F, Mori S, Oishi ST, Yamanaka MD (2014) Rainfall-driven diurnal variations of water level in Ciliwung River, West Jawa, Indonesia. SOLA 10:141–144 https://doi.org/10.2151/sola.2014-029
Trilaksono NJ, Otsuka S, Yoden S (2012) A time-lagged ensemble simulation on the modulation of precipitation over west Java in January–February 2007. Mon Wea Rev 140:601–616 https://doi.org/10.1175/MWR-D-11-00094.1
Trilaksono NJ, Otsuka S, Yoden S, Saito K, Hayashi S (2011) Dependence of model-simulated heavy rainfall on the horizontal resolution during the Jakarta flood event in January-February 2007. SOLA 7:193–196 https://doi.org/10.2151/sola.2011-049
Wheeler MC, Hendon HH (2004) An all-season real-time multivariate MJO index: development of an index for monitoring and prediction. Mon Wea Rev 132:1917–1932 https://doi.org/10.1175/1520-0493(2004)132<1917:AARMMI>2.0.CO;2
Wu PM, Arbain AA, Mori S, Hamada JI, Hattori M, Syamsudin F, Yamanaka MD (2013) The effects of an active phase of the Madden-Julian oscillation on the extreme precipitation event over western Jawa Island in January 2013. SOLA 9:79–83 https://doi.org/10.2151/sola.2013-018
Wu PM, Hamada JI, Mori S, Tauhid YI, Yamanaka MD, Kimura F (2003) Diurnal variation of precipitable water over a mountainous area of Sumatra Island. J Appl Meteorol 42:1107–1115 https://doi.org/10.1175/1520-0450(2003)042<1107:DVOPWO>2.0.CO;2
Wu PM, Hamada JI, Yamanaka MD, Matsumoto J, Hara M (2009b) The impact of orographically-induced gravity wave on the diurnal cycle of rainfall over Southeast Kalimantan Island. Atmos Ocean Sci Lett 2:35–39 https://doi.org/10.1080/16742834.2009.11446773
Wu PM, Hara M, Fudeyasu H, Yamanaka MD, Matsumoto J, Syamsudin F, Sulistyowati R, Djajadihardja YS (2007) The impact of trans-equatorial monsoon flow on the formation of repeated torrential rains over Java Island. SOLA 3:93–96 https://doi.org/10.2151/sola.2007-024
Wu PM, Hara M, Hamada JI, Yamanaka MD, Kimura F (2009a) Why a large amount of rain falls over the sea in the vicinity of western Sumatra Island during nighttime. J Appl Meteor Climatol 48:1345–1361 https://doi.org/10.1175/2009JAMC2052.1
Wu PM, Yamanaka MD, Matsumoto J (2008) The formation of nocturnal rainfall offshore from convection over western Kalimantan (Borneo) Island. J Meteor Soc Japan 86A:187–203 https://doi.org/10.2151/jmsj.86A.187
Yamanaka MD, Mori S, Wu PM, Hamada JI, Sakurai N, Hashiguchi H, Yamamoto MK, Shibagaki Y, Kawashima M, Fujiyoshi Y, Shimomai T, Manik T, Erlansyah SW, Tejasukmana B, Syamsudin F, Djajadihardia YS, Anggadiredja JT (2008) HARIMAU radar-profiler network over Indonesian maritime continent: a GEOSS early achievement for hydrological cycle and disaster prevention. J Disaster Res 3:78–88 https://doi.org/10.20965/jdr.2008.p0078
Yokoi S, Mori S, Katsumata M, Geng B, Yasunaga K, Syamsudin F, Nurhayati, Yoneyama K (2017) Diurnal cycle of precipitation observed in the western coastal area of Sumatra Island: offshore preconditioning by gravity waves. Mon Wea Rev 145:3745–3761 https://doi.org/10.1175/MWR-D-16-0468.1
Zhou L, Wang Y (2006) Tropical rainfall measuring mission observation and regional model study of precipitation diurnal cycle in the New Guinean region. J Geophys Res 111:D17104 https://doi.org/10.1029/2006JD007243
The authors express their thanks to all who were engaged in the HARIMAU2010 campaign observations, in particular, the young scientists and engineers from BPPT, BMKG, LAPAN, and Kyoto University. Thanks are also extended to Professor Jun Matsumoto of Tokyo Metropolitan University who encouraged the JEPP–HARIMAU and SATREPS–MCCOE projects as a part of Monsoon Asian Hydro-atmosphere Scientific Research and Prediction Initiative (MAHASRI) activities in Indonesia and offered valuable comments on the manuscript.
This work, including the HARIMAU2010 field campaign and analyses of the data obtained, was supported mainly by the Japanese Earth Observation System (EOS) Promotion Program (JEPP) Hydrometeorological Array for ISV–Monsoon Automonitoring (HARIMAU) project (JFY2005–2009, PI: Manabu D. Yamanaka) and the Science Technology Research Partnership for Sustainable Development (SATREPS) Maritime Continent Center of Excellence (MCCOE) project (JFY2009–2013, PI: Manabu D. Yamanaka) of the Japan Science and Technology Agency (JST)/Japan International Cooperation Agency (JICA). In addition, this work was partially supported by JSPS (Japan Society for the Promotion of Science) KAKENHI Grant Numbers JP22310115 (JFY2010–2012, PI: Shuichi Mori), JP25350515 (JFY2013–2015, PI: Shuichi Mori), JP 23340142 (JFY2011–2013, PI: Hiroyuki Hashiguchi), and JP15K01167 (JFY2015–2017, PI: Hamada Jun-Ichi), and the Japan Aerospace Exploration Agency (JAXA) Precipitation Measuring Mission (PMM) 6th and 7th Research Announcements (JFY2010–2012, JFY2013–2015, PI: Shuichi Mori).
Availability of data and materials
The datasets analyzed in the current study are available from the corresponding author on request.
Authors and Affiliations
Japan Agency for Marine-Earth Science and Technology (JAMSTEC), 2-15 Natsushima-cho, Yokosuka, 237-006, Japan
SM proposed the topic of this study, including both the types of observations and analyses. SM and FS led the onsite observations by the Japanese and Indonesian teams, respectively. All authors contributed to the design, preparation, and execution of the HARIMAU2010 field campaign as well as discussions of the results presented in the final manuscript. MDY was the principal investigator of the JEPP–HARIMAU and SATREPS–MCCOE projects. All authors read and approved the final manuscript.
The authors declare that they have no competing interests.
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Mori, S., Hamada, JI., Hattori, M. et al. Meridional march of diurnal rainfall over Jakarta, Indonesia, observed with a C-band Doppler radar: an overview of the HARIMAU2010 campaign.
Prog Earth Planet Sci5, 47 (2018). https://doi.org/10.1186/s40645-018-0202-9