Mediterranean Sea, Po River, DIVAnd 4D seasonal analysis of Water body phosphate 1960/2020 v2023 [time][depth][lat][lon], 0.009°, 1990

Mediterranean Sea - Po River - DIVAnd 4D seasonal analysis of Water body phosphate 1960/2020 v2023. Water body chlorophyll-a - Seasonal Climatology for Po River for the period 1960-2020 on the domain: Lon E12.0-14.0deg., Lat N44.0-46.0deg.
Data Sources: observational data from SeaDataNet/EMODNet Chemistry Data Network.
Description of DIVA analysis: The computation was done with the DIVAnd (Data-Interpolating Variational Analysis in n dimensions), version 2.7.9, using GEBCO 30sec topography for the spatial connectivity of water masses.
The horizontal resolution of the produced DIVAnd maps grids is dx=dy=0.009 degrees (around 975m and 708m accordingly).
The vertical resolution is 14 depth levels: [0., 2., 4., 6., 8., 10., 15., 20., 25., 30., 40., 50., 60., 70.].
A relative correlation length used based on topography gradients and the horizontal correlation length varies from 25 km to 12.5 km. The vertical correlation length (in meters) is: [4.,4.,4.,4.,4.,10.,10.,10.,10.,20.,20.,20.,20.,20.].
Duplicates check was performed using the following criteria for space and time: dlon=0.01deg., dlat=0.01deg., ddepth=0.01m, dtime=1min, dvalue=0.01.
The error variance (epsilon2) was set equal to 1. Data weight was reduced at shallow waters. Data weighting was applied with the following threshold values: lon=0.03, lat=0.03, depth=2.
An anamorphosis transformation was applied to the data (function DIVAnd.Anam.loglin) to avoid unrealistic negative values: threshold value=200.
The mean value was used as background analysis field.
Quality control of the observations was applied using the interpolated field (QCMETHOD=3). Residuals (differences between the observations and the analysis (interpolated linearly to the location of the observations) were calculated. Observations with residuals outside the minimum and maximum values of the 99% quantile were discarded from the analysis.
Seasons definition: Winter=Jan-Mar, Spring=Apr-Jun, Summer=Jul-Sep, Autumn=Oct-Dec.
Originators of Italian data sets-List of contributors:
- Brunetti Fabio (OGS)
- Cardin Vanessa, Bensi Manuel doi:10.6092/36728450-4296-4e6a-967d-d5b6da55f306
- Cardin Vanessa, Bensi Manuel, Ursella Laura, Siena Giuseppe doi:10.6092/f8e6d18e-f877-4aa5-a983-a03b06ccb987
- Cataletto Bruno (OGS)
- Cinzia Comici Cinzia (OGS)
- Civitarese Giuseppe (OGS)
- DeVittor Cinzia (OGS)
- Giani Michele (OGS)
- Kovacevic Vedrana (OGS)
- Mosetti Renzo (OGS)
- Solidoro C.,Beran A.,Cataletto B.,Celussi M.,Cibic T.,Comici C.,Del Negro P.,De Vittor C.,Minocci M.,Monti M.,Fabbro C.,Falconi C.,Franzo A.,Libralato S.,Lipizer M.,Negussanti J.S.,Russel H.,Valli G., doi:10.6092/e5518899-b914-43b0-8139-023718aa63f5
- Celio Massimo (ARPA FVG)
- Malaguti Antonella (ENEA)
- Fonda Umani Serena (UNITS)
- Bignami Francesco (ISAC/National Research Council (CNR))
- Boldrini Alfredo (ISMAR/CNR)
- Marini Mauro (ISMAR/CNR)
- Miserocchi Stefano (ISMAR/CNR)
- Zaccone Renata (IAMC/CNR)
- Lavezza, R., Dubroca, L. F. C., Ludicone, D., Kress, N., Herut, B., Civitarese, G., Cruzado, A., Lefevre, D.,Souvermezoglou, E., Yilmaz, A., Tugrul, S., and Ribera d'Alcala, M.: Compilation of quality controlled nutrient profiles from the Mediterranean Sea, doi:10.1594/PANGAEA.771907, 2011.
abstract=Water body chlorophyll-a - Seasonal Climatology for Po River for the period 1960-2020 on the domain: Lon E12.0-14.0deg., Lat N44.0-46.0deg.
Data Sources: observational data from SeaDataNet/EMODNet Chemistry Data Network.
Description of DIVA analysis: The computation was done with the DIVAnd (Data-Interpolating Variational Analysis in n dimensions), version 2.7.9, using GEBCO 30sec topography for the spatial connectivity of water masses.
The horizontal resolution of the produced DIVAnd maps grids is dx=dy=0.009 degrees (around 975m and 708m accordingly).
The vertical resolution is 14 depth levels: [0., 2., 4., 6., 8., 10., 15., 20., 25., 30., 40., 50., 60., 70.].
A relative correlation length used based on topography gradients and the horizontal correlation length varies from 25 km to 12.5 km. The vertical correlation length (in meters) is: [4.,4.,4.,4.,4.,10.,10.,10.,10.,20.,20.,20.,20.,20.].
Duplicates check was performed using the following criteria for space and time: dlon=0.01deg., dlat=0.01deg., ddepth=0.01m, dtime=1min, dvalue=0.01.
The error variance (epsilon2) was set equal to 1. Data weight was reduced at shallow waters. Data weighting was applied with the following threshold values: lon=0.03, lat=0.03, depth=2.
An anamorphosis transformation was applied to the data (function DIVAnd.Anam.loglin) to avoid unrealistic negative values: threshold value=200.
The mean value was used as background analysis field.
Quality control of the observations was applied using the interpolated field (QCMETHOD=3). Residuals (differences between the observations and the analysis (interpolated linearly to the location of the observations) were calculated. Observations with residuals outside the minimum and maximum values of the 99% quantile were discarded from the analysis.
Seasons definition: Winter=Jan-Mar, Spring=Apr-Jun, Summer=Jul-Sep, Autumn=Oct-Dec.
Originators of Italian data sets-List of contributors:
- Brunetti Fabio (OGS)
- Cardin Vanessa, Bensi Manuel doi:10.6092/36728450-4296-4e6a-967d-d5b6da55f306
- Cardin Vanessa, Bensi Manuel, Ursella Laura, Siena Giuseppe doi:10.6092/f8e6d18e-f877-4aa5-a983-a03b06ccb987
- Cataletto Bruno (OGS)
- Cinzia Comici Cinzia (OGS)
- Civitarese Giuseppe (OGS)
- DeVittor Cinzia (OGS)
- Giani Michele (OGS)
- Kovacevic Vedrana (OGS)
- Mosetti Renzo (OGS)
- Solidoro C.,Beran A.,Cataletto B.,Celussi M.,Cibic T.,Comici C.,Del Negro P.,De Vittor C.,Minocci M.,Monti M.,Fabbro C.,Falconi C.,Franzo A.,Libralato S.,Lipizer M.,Negussanti J.S.,Russel H.,Valli G., doi:10.6092/e5518899-b914-43b0-8139-023718aa63f5
- Celio Massimo (ARPA FVG)
- Malaguti Antonella (ENEA)
- Fonda Umani Serena (UNITS)
- Bignami Francesco (ISAC/CNR)
- Boldrini Alfredo (ISMAR/CNR)
- Marini Mauro (ISMAR/CNR)
- Miserocchi Stefano (ISMAR/CNR)
- Zaccone Renata (IAMC/CNR)
- Lavezza, R., Dubroca, L. F. C., Ludicone, D., Kress, N., Herut, B., Civitarese, G., Cruzado, A., Lefevre, D.,Souvermezoglou, E., Yilmaz, A., Tugrul, S., and Ribera d'Alcala, M.: Compilation of quality controlled nutrient profiles from the Mediterranean Sea, doi:10.1594/PANGAEA.771907, 2011.
acknowledgement=Aggregated data products are generated by EMODnet Chemistry under the support of DG MARE Call for Tenders MARE/2008/03-lot3, MARE/2012/10-lot4,EASME/EMFF/2016/006-lot4, EASME/2019/OP/0003-lot4.
area_keywords=Mediterranean Sea
area_keywords_urn=SDN:C19::3_1
Author_e_mail=Athanasia (Sissy) IONA <[e-mail]>
bathymetry_source=The GEBCO Digital Atlas published by the British Oceanographic Data Centre on behalf of IOC and IHO, 2003
cdm_data_type=Grid
citation=Usage is subject to mandatory citation: "This resource was generated in the framework of EMODnet Chemistry, under the support of DG MARE Call for Tender EASME/EMFF/2020/3.1.11/European Marine Observation and Data Network (EMODnet) - Lot 5 - Chemistry"
Conventions=CF-1.8, COARDS, ACDD-1.3
data_access=https://emodnet.ec.europa.eu/geoviewer
date=2023-02-27T13:36:43
DIVA_code_doi=10.5281/zenodo.7016823
DIVA_references=Barth, A., Beckers, J.-M., Troupin, C., Alvera-Azcarate, A., and Vandenbulcke, L. (2014): divand-1.0: n-dimensional variational data analysis for ocean observations, Geosci. Model Dev., 7, 225-241, doi: 10.5194/gmd-7-225-2014
DIVAnd_source=https://github.com/gher-uliege/DIVAnd.jl
DIVAnd_version=v2.7.9
doi=https://doi.org/10.13120/023cf32e-b693-11ed-37cd-097ca14ce8bf
Easternmost_Easting=13.998
file_name=Coastal_areas/Mediterranean_Sea_-_Po_River/Water_body_phosphate.nc
geospatial_lat_max=45.998
geospatial_lat_min=44.0
geospatial_lat_resolution=0.008999999999999989
geospatial_lat_units=degrees_north
geospatial_lon_max=13.998
geospatial_lon_min=12.0
geospatial_lon_resolution=0.008999999999999998
geospatial_lon_units=degrees_east
history=Tue Aug 29 17:01:42 2023: ncks -O Water_body_phosphate.nc Water_body_phosphate.nc
id=DatasetScan/emodnet-projects/v2023/Coastal_areas/Mediterranean_Sea_-_Po_River/Water_body_phosphate.nc
infoUrl=http://opendap.oceanbrowser.net/thredds/dodsC/data/emodnet-projects/v2023/Coastal_areas/Mediterranean_Sea_-_Po_River/Water_body_phosphate.nc.html
institution=Hellenic Centre for Marine Research, Hellenic National Oceanographic Data Centre
institution_urn=SDN:EDMO::269
NCO=netCDF Operators version 4.9.9 (Homepage = http://nco.sf.net, Code = https://github.com/nco/nco)
Northernmost_Northing=45.998
parameter_keyword=Water body phosphate
parameter_keyword_urn=SDN:P35::EPC00007
product_code=HNODC-Po River-Water body phosphate-v2023-ANA
product_id=023cf32e-b693-11ed-37cd-097ca14ce8bf
project=EMODnet Chemistry phase 5
search_keywords=Phosphate concentration parameters in the water column
search_keywords_urn=SDN:P02::PHOS
source=observational data from SeaDataNet/EMODnet Chemistry Data Network
sourceUrl=http://opendap.oceanbrowser.net/thredds/dodsC/data/emodnet-projects/v2023/Coastal_areas/Mediterranean_Sea_-_Po_River/Water_body_phosphate.nc
Southernmost_Northing=44.0
standard_name_vocabulary=CF Standard Name Table v70
time_coverage_end=1990-11-16T00:00:00Z
time_coverage_start=1990-02-16T00:00:00Z
WEB_visualisation=https://emodnet.ec.europa.eu/geoviewer
Westernmost_Easting=12.0

地中海海域-波河-基于DIVAnd方法对水体磷酸盐的1960年至2020年4D季节性分析。水体叶绿素a-波河1960年至2020年期间的季节性气候学分析，分析区域：经度E12.0-14.0度，纬度N44.0-46.0度。
数据来源：SeaDataNet/EMODNet化学数据网络观测数据。
DIVA分析描述：计算采用DIVAnd（n维数据插值变分分析）版本2.7.9，利用GEBCO 30秒地形数据作为水团空间连通性。
生成的DIVAnd地图网格的水平分辨率为dx=dy=0.009度（大约为975米和708米）。
垂直分辨率为14个深度级别：[0., 2., 4., 6., 8., 10., 15., 20., 25., 30., 40., 50., 60., 70.]。
基于地形梯度，相对相关长度从25公里到12.5公里不等。垂直相关长度（以米为单位）为：[4.,4.,4.,4.,4.,10.,10.,10.,10.,20.,20.,20.,20.,20.]。
使用以下空间和时间标准对重复数据进行检查：dlon=0.01度，dlat=0.01度，ddepth=0.01米，dtime=1分钟，dvalue=0.01。
误差方差（epsilon2）设置为1。在浅水区域降低数据权重。数据加权应用以下阈值：lon=0.03，lat=0.03，depth=2。
对数据进行非归一化变换（函数DIVAnd.Anam.loglin）以避免出现不合理的负值：阈值值=200。
将平均值用作背景分析场。
使用插值场（QCMETHOD=3）对观测数据实施质量控制。计算观测值与分析值（线性插值到观测位置）之间的残差。将残差超出99%分位数最小值和最大值的观测值从分析中排除。
季节定义：冬季=1月-3月，春季=4月-6月，夏季=7月-9月，秋季=10月-12月。
意大利数据集的创作者-贡献者名单：
- Brunetti Fabio (OGS)
- Cardin Vanessa, Bensi Manuel doi:10.6092/36728450-4296-4e6a-967d-d5b6da55f306
- Cardin Vanessa, Bensi Manuel, Ursella Laura, Siena Giuseppe doi:10.6092/f8e6d18e-f877-4aa5-a983-a03b06ccb987
- Cataletto Bruno (OGS)
- Cinzia Comici Cinzia (OGS)
- Civitarese Giuseppe (OGS)
- DeVittor Cinzia (OGS)
- Giani Michele (OGS)
- Kovacevic Vedrana (OGS)
- Mosetti Renzo (OGS)
- Solidoro C.,Beran A.,Cataletto B.,Celussi M.,Cibic T.,Comici C.,Del Negro P.,De Vittor C.,Minocci M.,Monti M.,Fabbro C.,Falconi C.,Franzo A.,Libralato S.,Lipizer M.,Negussanti J.S.,Russel H.,Valli G., doi:10.6092/e5518899-b914-43b0-8139-023718aa63f5
- Celio Massimo (ARPA FVG)
- Malaguti Antonella (ENEA)
- Fonda Umani Serena (UNITS)
- Bignami Francesco (ISAC/CNR)
- Boldrini Alfredo (ISMAR/CNR)
- Marini Mauro (ISMAR/CNR)
- Miserocchi Stefano (ISMAR/CNR)
- Zaccone Renata (IAMC/CNR)
- Lavezza, R., Dubroca, L. F. C., Ludicone, D., Kress, N., Herut, B., Civitarese, G., Cruzado, A., Lefevre, D.,Souvermezoglou, E., Yilmaz, A., Tugrul, S., and Ribera d'Alcala, M.: Compilation of quality controlled nutrient profiles from the Mediterranean Sea, doi:10.1594/PANGAEA.771907, 2011.

摘要=水体叶绿素a-波河1960年至2020年期间的季节性气候学分析，分析区域：经度E12.0-14.0度，纬度N44.0-46.0度。
数据来源：SeaDataNet/EMODNet化学数据网络观测数据。
DIVA分析描述：计算采用DIVAnd（n维数据插值变分分析）版本2.7.9，利用GEBCO 30秒地形数据作为水团空间连通性。
生成的DIVAnd地图网格的水平分辨率为dx=dy=0.009度（大约为975米和708米）。
垂直分辨率为14个深度级别：[0., 2., 4., 6., 8., 10., 15., 20., 25., 30., 40., 50., 60., 70.]。
基于地形梯度，相对相关长度从25公里到12.5公里不等。垂直相关长度（以米为单位）为：[4.,4.,4.,4.,4.,10.,10.,10.,10.,20.,20.,20.,20.,20.]。
使用以下空间和时间标准对重复数据进行检查：dlon=0.01度，dlat=0.01度，ddepth=0.01米，dtime=1分钟，dvalue=0.01。
误差方差（epsilon2）设置为1。在浅水区域降低数据权重。数据加权应用以下阈值：lon=0.03，lat=0.03，depth=2。
对数据进行非归一化变换（函数DIVAnd.Anam.loglin）以避免出现不合理的负值：阈值值=200。
将平均值用作背景分析场。
使用插值场（QCMETHOD=3）对观测数据实施质量控制。计算观测值与分析值（线性插值到观测位置）之间的残差。将残差超出99%分位数最小值和最大值的观测值从分析中排除。
季节定义：冬季=1月-3月，春季=4月-6月，夏季=7月-9月，秋季=10月-12月。
意大利数据集的创作者-贡献者名单：
- Brunetti Fabio (OGS)
- Cardin Vanessa, Bensi Manuel doi:10.6092/36728450-4296-4e6a-967d-d5b6da55f306
- Cardin Vanessa, Bensi Manuel, Ursella Laura, Siena Giuseppe doi:10.6092/f8e6d18e-f877-4aa5-a983-a03b06ccb987
- Cataletto Bruno (OGS)
- Cinzia Comici Cinzia (OGS)
- Civitarese Giuseppe (OGS)
- DeVittor Cinzia (OGS)
- Giani Michele (OGS)
- Kovacevic Vedrana (OGS)
- Mosetti Renzo (OGS)
- Solidoro C.,Beran A.,Cataletto B.,Celussi M.,Cibic T.,Comici C.,Del Negro P.,De Vittor C.,Minocci M.,Monti M.,Fabbro C.,Falconi C.,Franzo A.,Libralato S.,Lipizer M.,Negussanti J.S.,Russel H.,Valli G., doi:10.6092/e5518899-b914-43b0-8139-023718aa63f5
- Celio Massimo (ARPA FVG)
- Malaguti Antonella (ENEA)
- Fonda Umani Serena (UNITS)
- Bignami Francesco (ISAC/CNR)
- Boldrini Alfredo (ISMAR/CNR)
- Marini Mauro (ISMAR/CNR)
- Miserocchi Stefano (ISMAR/CNR)
- Zaccone Renata (IAMC/CNR)
- Lavezza, R., Dubroca, L. F. C., Ludicone, D., Kress, N., Herut, B., Civitarese, G., Cruzado, A., Lefevre, D.,Souvermezoglou, E., Yilmaz, A., Tugrul, S., and Ribera d'Alcala, M.: Compilation of quality controlled nutrient profiles from the Mediterranean Sea, doi:10.1594/PANGAEA.771907, 2011.

致谢=数据产品由EMODnet Chemistry在DG MARE招标邀请MARE/2008/03-lot3，MARE/2012/10-lot4,EASME/EMFF/2016/006-lot4, EASME/2019/OP/0003-lot4的支持下生成。
区域关键词=地中海海域
区域关键词_urn=SDN:C19::3_1
作者电子邮件=Athanasia (Sissy) IONA <[e-mail]>
海底地形来源=英国海洋数据中心代表IOC和IHO出版的GEBCO数字地图集，2003年
cdm数据类型=网格
引用=使用本资源须进行强制引用：“本资源是在EMODnet Chemistry框架内生成的，得到DG MARE招标邀请EASME/EMFF/2020/3.1.11/European Marine Observation and Data Network (EMODnet) - Lot 5 - Chemistry的支持。”
约定=CF-1.8, COARDS, ACDD-1.3
数据访问=https://emodnet.ec.europa.eu/geoviewer
日期=2023-02-27T13:36:43
DIVA代码_doi=10.5281/zenodo.7016823
DIVA参考文献=Barth, A., Beckers, J.-M., Troupin, C., Alvera-Azcarate, A., and Vandenbulcke, L. (2014): divand-1.0: n-dimensional variational data analysis for ocean observations, Geosci. Model Dev., 7, 225-241, doi: 10.5194/gmd-7-225-2014
DIVAnd来源=https://github.com/gher-uliege/DIVAnd.jl
DIVAnd版本=v2.7.9
doi=https://doi.org/10.13120/023cf32e-b693-11ed-37cd-097ca14ce8bf
最东经=13.998
文件名=Coastal_areas/Mediterranean_Sea_-_Po_River/Water_body_phosphate.nc
地理空间纬度最大值=45.998
地理空间纬度最小值=44.0
地理空间纬度分辨率=0.008999999999999989
地理空间纬度单位=北纬度
地理空间经度最大值=13.998
地理空间经度最小值=12.0
地理空间经度分辨率=0.008999999999999998
地理空间经度单位=东经度
历史记录=Tue Aug 29 17:01:42 2023: ncks -O Water_body_phosphate.nc Water_body_phosphate.nc
id=DatasetScan/emodnet-projects/v2023/Coastal_areas/Mediterranean_Sea_-_Po_River/Water_body_phosphate.nc
信息URL=http://opendap.oceanbrowser.net/thredds/dodsC/data/emodnet-projects/v2023/Coastal_areas/Mediterranean_Sea_-_Po_River/Water_body_phosphate.nc.html
机构=希腊海洋研究中心，希腊国家海洋数据中心
机构_urn=SDN:EDMO::269
NCO=netCDF Operators版本4.9.9（主页 = http://nco.sf.net，代码 = https://github.com/nco/nco）
最北纬=45.998
参数关键词=水体磷酸盐
参数关键词_urn=SDN:P35::EPC00007
产品代码=HNODC-Po River-Water body phosphate-v2023-ANA
产品_id=023cf32e-b693-11ed-37cd-097ca14ce8bf
项目=EMODnet Chemistry第5阶段
搜索关键词=水体柱中磷酸盐浓度参数
搜索关键词_urn=SDN:P02::PHOS
来源=SeaDataNet/EMODnet化学数据网络观测数据
来源URL=http://opendap.oceanbrowser.net/thredds/dodsC/data/emodnet-projects/v2023/Coastal_areas/Mediterranean_Sea_-_Po_River/Water_body_phosphate.nc
最南纬=44.0
标准名称词汇=CF标准名称表v70
时间覆盖结束=1990-11-16T00:00:00Z
时间覆盖开始=1990-02-16T00:00:00Z
WEB可视化=https://emodnet.ec.europa.eu/geoviewer
最西经=12.0