GribStreamコード: era5
公開時点の利用可能期間: GribStreamのERA5は2020年1月1日以降から公開します。さらに古い年は今後追加される可能性があり、履歴処理が進む間はカタログ/APIに表示される期間が現在の基準です。
ERA5Tについて: GribStreamでは現在、2026年4月1日より前の日付をERA5の最終版として扱います。それ以降の新しい日付は、ECMWF/Copernicusが最終版に置き換えるまで、近リアルタイムの暫定版であるERA5Tの可能性があります。
概要
ERA5は、Copernicus Climate Change Service向けにECMWFが作成している第5世代の全球再解析です。公式ソースは1940年1月から現在までを対象とし、大気、陸面、その他の気候変数を1時間ごとに推定します。
科学的な強みは、固定されたモデルとデータ同化システムで過去を再解析していることです。観測とモデル物理を組み合わせ、運用モデルの世代交代による段差が少ない、全球の格子フィールドを作ります。
ERA5は地点観測そのものではありません。空間的にそろった検証・分析用の参照データです。直近の日付では、最初にERA5Tとして提供され、後でERA5の最終版に置き換えられる点にも注意が必要です。
GribStreamではera5を有効時刻ごとの実績値として提供します。forecasted_atとforecasted_timeは同じ時刻で、horizon = 0、member = 0です。予報データセットと同じAPI構造で扱えます。
降水量や放射など、ERA5の積算量・フラックス系フィールドの一部は、ECMWFのソースアーカイブでは短い予報ステップから作られます。GribStreamではECMWFのshortNameを保ち、有効時刻のフィールドとして返すため、パラメータの意味を変えずに予報データと結合できます。
初期の取り込みでは、17個の単一レベルフィールドを変数ごとのGRIB2ファイルとして保持します。この構造により、既存のセレクタや公開済みインデックスを壊さずにERA5変数を追加できます。
ERA5はIFS Oper、IFS ENS、AIFS Operと組み合わせると、予報を一貫した過去参照データと比較しやすくなります。
詳細
- アーカイブ開始日: 2020-01-01
- プロダクトページ: https://confluence.ecmwf.int/spaces/CKB/pages/76414402/ERA5+data+documentation
- 主な特徴:
- 有効時刻ごとの実績値として扱える、ECMWF/Copernicusの時間別全球再解析です。
- CDSの0.25度全球緯度経度格子にある単一レベルフィールドを対象にします。
- 公式ソースは1940年1月から現在まで。GribStreamは2020年以降から始め、需要に応じてさらに過去へ広げる可能性があります。
- API上は
forecasted_at = forecasted_time、horizon = 0、member = 0として扱います。
- 初期対象は、気温、風、気圧、雲、水、降水、雪、放射、地表面温度を含む17変数です。
- 解像度: CDS再解析サブセットの0.25度全球緯度経度格子。
- 更新頻度と時間範囲: 有効時刻ごとの1時間値。直近のERA5Tは通常、実時間から約5日遅れで提供され、その後ERA5の最終版に置き換えられます。
- 主な用途: 予報検証、機械学習ラベル、バックテスト、気象影響分析、バイアス補正、IFSやAIFSとの比較。
関連データセット
気象パラメータ
パラメータをクリックすると、コピーしやすいJSONセレクタ付きのコンパクトな表で候補を確認できます。コード、level、selector値はAPIが公開する値をそのまま保持します。
100u
–100 metre U wind component (m s-1)
1 variant
Eastward component of the 100 m wind, describing near-surface flow aloft.
- Comparisons to observations require care because observations represent point measurements rather than grid-box means.
- Combine with the 100 m V component to derive wind speed and direction.
| Level |
Info |
Horizon |
Introduced |
Selector |
sfc |
|
0h |
2020-01-01 |
{"name":"100u","level":"sfc","info":""}
|
100v
–100 metre V wind component (m s-1)
1 variant
Northward component of the 100 m wind, describing near-surface flow aloft.
- Comparisons to observations require care because observations represent point measurements rather than grid-box means.
- Combine with the 100 m U component to derive wind speed and direction.
| Level |
Info |
Horizon |
Introduced |
Selector |
sfc |
|
0h |
2020-01-01 |
{"name":"100v","level":"sfc","info":""}
|
10u
–10 metre U wind component (m s-1)
1 variant
Eastward (U) component of near-surface wind.
- Combine with the 10 m V component to derive wind speed and direction.
- Observations can diverge due to terrain, vegetation, and local exposure.
| Level |
Info |
Horizon |
Introduced |
Selector |
sfc |
|
0h |
2020-01-01 |
{"name":"10u","level":"sfc","info":""}
|
10v
–10 metre V wind component (m s-1)
1 variant
Northward (V) component of near-surface wind.
- Combine with the 10 m U component to derive wind speed and direction.
- Observations can diverge due to terrain, vegetation, and local exposure.
| Level |
Info |
Horizon |
Introduced |
Selector |
sfc |
|
0h |
2020-01-01 |
{"name":"10v","level":"sfc","info":""}
|
2d
–2 metre dewpoint temperature (K)
1 variant
Dewpoint temperature describing near-surface moisture conditions. Useful for humidity diagnostics.
- Often combined with temperature and pressure to estimate relative humidity.
- Computed by interpolating between the lowest model level and the surface.
| Level |
Info |
Horizon |
Introduced |
Selector |
sfc |
|
0h |
2020-01-01 |
{"name":"2d","level":"sfc","info":""}
|
2t
–2 metre temperature (K)
1 variant
Near-surface air temperature representative of conditions over land, sea, or inland waters. Derived using surface and lowest model level information.
- Units are kelvin (K); to convert to degrees Celsius (deg C), subtract 273.15.
- Mean 2 metre temperature is encoded separately (parameter 228004).
| Level |
Info |
Horizon |
Introduced |
Selector |
sfc |
|
0h |
2020-01-01 |
{"name":"2t","level":"sfc","info":""}
|
msl
–Mean sea level pressure (Pa)
1 variant
Atmospheric pressure adjusted to mean sea level, reflecting the weight of the air column.
- Maps of mean sea level pressure highlight cyclones, anticyclones, and wind strength via contour spacing.
- Often expressed in hPa or millibars (1 hPa = 1 mb = 100 Pa).
| Level |
Info |
Horizon |
Introduced |
Selector |
sfc |
|
0h |
2020-01-01 |
{"name":"msl","level":"sfc","info":""}
|
sd
–Snow depth (m of water equivalent)
1 variant
Depth of snow expressed as the equivalent depth of water if the snow melted.
- Represents snow over the snow-covered part of the grid box.
- See parameter 228141 for the equivalent value expressed in kg m-2.
| Level |
Info |
Horizon |
Introduced |
Selector |
sfc |
|
0h |
2020-01-01 |
{"name":"sd","level":"sfc","info":""}
|
sf
–Snowfall (m of water equivalent)
1 variant
Accumulated snowfall at the surface (large-scale + convective).
- Accumulated over the extraction period; depth in metres of water equivalent.
- See parameter 228144 for the equivalent value expressed in kg m-2.
| Level |
Info |
Horizon |
Introduced |
Selector |
sfc |
|
0h |
2020-01-01 |
{"name":"sf","level":"sfc","info":""}
|
skt
–Skin temperature (K)
1 variant
Temperature of the Earth's surface required to satisfy the surface energy balance.
- Represents the uppermost surface layer with no heat capacity, so it responds instantly to surface flux changes.
- Computed differently over land and sea.
- Units are kelvin (K); to convert to degrees Celsius (deg C), subtract 273.15.
- Mean skin temperature is encoded separately (parameter 235079).
| Level |
Info |
Horizon |
Introduced |
Selector |
sfc |
|
0h |
2020-01-01 |
{"name":"skt","level":"sfc","info":""}
|
sp
–Surface pressure (Pa)
1 variant
Atmospheric pressure at the surface of land, sea, and inland water.
- Often used with temperature to estimate air density.
- Mean sea level pressure is typically preferred for identifying large-scale pressure systems in mountainous regions.
- Often expressed in hPa or millibars (1 hPa = 1 mb = 100 Pa).
| Level |
Info |
Horizon |
Introduced |
Selector |
sfc |
|
0h |
2020-01-01 |
{"name":"sp","level":"sfc","info":""}
|
ssrd
–Surface short-wave (solar) radiation downwards (J m-2)
1 variant
Downward shortwave radiation at the surface (direct + diffuse).
- Approximate model equivalent of pyranometer measurements.
- Accumulated over the extraction period; divide by seconds to convert to W m-2.
- ECMWF convention for vertical fluxes is positive downward.
| Level |
Info |
Horizon |
Introduced |
Selector |
sfc |
|
0h |
2020-01-01 |
{"name":"ssrd","level":"sfc","info":""}
|
strd
–Surface long-wave (thermal) radiation downwards (J m-2)
1 variant
Downward longwave radiation at the surface emitted by the atmosphere and clouds.
- Accumulated over the extraction period; divide by seconds to convert to W m-2.
- ECMWF convention for vertical fluxes is positive downward.
| Level |
Info |
Horizon |
Introduced |
Selector |
sfc |
|
0h |
2020-01-01 |
{"name":"strd","level":"sfc","info":""}
|
tcc
–Total cloud cover ((0 - 1))
1 variant
Fraction of a grid box covered by cloud across all model levels.
- Computed from cloud across different heights with overlap assumptions.
- See parameter 228164 for the equivalent value in percent.
| Level |
Info |
Horizon |
Introduced |
Selector |
sfc |
|
0h |
2020-01-01 |
{"name":"tcc","level":"sfc","info":""}
|
tcw
–Total column water (kg m-2)
1 variant
Total column water including vapour, liquid water, cloud ice, rain, and snow.
- Older IFS versions did not include rain and snow in the total.
| Level |
Info |
Horizon |
Introduced |
Selector |
sfc |
|
0h |
2020-01-01 |
{"name":"tcw","level":"sfc","info":""}
|
tcwv
–Total column vertically-integrated water vapour (kg m-2)
1 variant
Total water vapour in a column from the surface to the top of the atmosphere.
- Represents a grid-box mean value.
| Level |
Info |
Horizon |
Introduced |
Selector |
sfc |
|
0h |
2020-01-01 |
{"name":"tcwv","level":"sfc","info":""}
|
tp
–Total precipitation (m)
1 variant
Accumulated rain + snow at the surface (large-scale + convective).
- Does not include fog, dew, or precipitation that evaporates before reaching the surface.
- Accumulated over the extraction period; depth in metres of water equivalent.
- See parameter 228228 for the equivalent value expressed in kg m-2.
| Level |
Info |
Horizon |
Introduced |
Selector |
sfc |
|
0h |
2020-01-01 |
{"name":"tp","level":"sfc","info":""}
|
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