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Operation, data gaps, and data quality of the flux tower network

Operation, data gaps, and data quality of the flux tower network. Operating. Site Height Met Tower Profile Soil Prof. S.Heat Eddy Leader (m) CO 2 H 2 O Temp RH Wind Humi. Temp Flux Flux.

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Operation, data gaps, and data quality of the flux tower network

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  1. Operation, data gaps, and data quality of the flux tower network

  2. Operating Site Height Met Tower Profile Soil Prof. S.Heat Eddy Leader (m) CO2 H2O Temp RH Wind Humi. Temp Flux Flux Caxiuanã Forest 60 X X X X X X X X MPEG Santarém Prim. F.(km67) 66 X X X X X X X X X X MPEG / UFPA Santarém Sec. F* (km83)66 X X X X X X X X X X USP Sant. Cult. Field (km77)20 X X X X X X X X X X UFSM / UFPA Manaus Plat. Prim. F. 55 X X X X X X X X X X INPA Manaus Down Prim.F. 45 X X X X X X X X X X INPA Manaus C14 Prim. F. 50 X X INPA S. G. Cach. Prim. F. 62 X X X X X X X X X X INPA Ji-Paraná Prim. F.** 63 X X X X X X X X X UNIR / INPA O. P. Oeste Pastore 10 X X X X X UNIR / INPA SINOP Cerradão*** 42 X X X X X X UFMG Bananal I. Swamp F.**** 40 X X X X X X USP / USP L. C. Cerrado Savana 08 X X X X X UnB / INPA Without equipments (vandalism problems) Without equipments (transfer equipments to other towers) * HDR-GOES *** Sap Flow profile ** Neutron Probe Profile **** 2 Boias a 45 cm e 125 cm – Wather Tem (inundation period)

  3. Implementing Site Install Met Tower Profile Soil Prof. S.Heat Eddy Leader year CO2 H2O Temp RH Wind Humi. Temp Flux Flux Manaus Sec. F.(ZF3) 2007 X X X X X X X X X X INPE/INPA Planning Site Install Met Tower Profile Soil Prof. S.Heat Eddy Leader year CO2 H2O Temp RH Wind Humi. Temp Flux Flux Mangrove (NE Pará)2008/2009 X X X X X X X X X X UFPA Coari Lake (Amazonas)2009/2010 X X X X X X X X X X Partnership Urucu P. F. (Amazonas)2009/2010 X X X X X X X X X X Partnership

  4. Operating (problems) Site Install Met Tower Profile Soil Prof. S.Heat Eddy Leader year CO2 H2O Temp RH Wind Humi. Temp Flux Flux Caxiuanã Forest ? C/Chp Cht Cht Cht Cht C MPEG Santarém Prim. F.(km67) ? ? ? ? ? ? ? ? ? I MPEG / UFPA Santarém Sec. F.* (km83) 2000C/Chp Cht Cht Cht Cht Cht USP Sant. Cult. Field (km77) ? ? ? ? ? ? ? ? ? ? UFSM / UFPA Manaus Plat. Prim. F. 1999 Chp Chp / Ch2INPA Manaus Valley Prim.F. 2006 Chp Cht Cht Chp Chp Chp Ch p Chp Cht INPA Manaus C14 Prim. F. 1994/1999 X X INPA S. G. Cach. Prim. F. 2004 Ch2 INPA Ji-Paraná Prim. F. 1999/2004C/Chp UNIR / INPA O. P. Oeste Pasture 1999 Chp UNIR / INPA SINOP Cerradão** 1999 Cht UFMG Bananal I. Flood. F. 2003 C R R USP / USP L. C. Cerrado Savana 1999/2003 C UnB / INPA C – calibration Chp – Partial Change Cht – Total Change Ch2 – Rolling Change R – Removed I – to re-Install * HDR-GOES - not-working ** Change Solar Panels + Battery + cabs

  5. Data Gap Site Install 2007 year J F M A M J J A S O N D Obs Caxiuanã Forest ? Santarém Prim. F.(km67) Santarém Sec. F. (km83) 2000 Manaus Plat. Prim. F. 1999 Manaus Down Prim.F. 2006 S. G. Cach. Prim. F. 2004 Ji-Paraná Prim. F. 1999/2004 O. P. Oeste Pastore 1999 SINOP Cerradão 1999 Bananal I. Swamp F. 2003 C. Cerrado Savana 1999/2003 Without information Tower collapse Into august 2007 Tower collapse Into august 2007 Without information All days OK With some interruptions Without data Line 1 – Low frequency data Line 2 – High frequency data

  6. Data Quality Site Install 2007 year J F M A M J J A S O N D Obs Caxiuanã Forest ? Santarém Prim. F.(km67) Santarém Sec. F. (km83) 2000 Manaus Plat. Prim. F. 1999 Manaus Down Prim.F. 2006 S. G. Cach. Prim. F. 2004 Ji-Paraná Prim. F. 1999/2004 O. P. Oeste Pastore 1999 SINOP Cerradão 1999 Bananal I. Swamp F. 2003 C. Cerrado Savana 1999/2003 Without information Without information Without information Tower collapse Into august 2007 Tower collapse Into august 2007 Without information Good Part good Bad or missing Line 1 – Low frequency data Line 2 – High frequency data

  7. Post-Field Data Quality Control(Propose) • Quality Assurance and Quality Control • Specification of user requirements • Specification of the measuring system • Identification of suitable measuring locations • Definition of necessary calibrations • Definition of quality control (QC) – Quality Evaluation • Corrective actions – short time answer • Feedback from the user of the data (intranet / Internet) (Foken et al 2004) • LBA Researcher • LBA Students • Other researchers • Other Students • Governmental Institutions • Consortiums (CEOP, Fluxnet etc)

  8. Post-Field Data Quality Control(Propose) Pre-analisys Protocol First Step In test (Semi-automatic) Automatic collection and transmission

  9. Post-Field Data Quality Control(Propose) Pre-Analisys Protocol Second Step In test (Semi-automatic) (Reichstein et al 2006) http://www.bgc-jena.mpg.de/bgc-mdi/html/eddyproc/index.html Send to user

  10. Post-Field Data Quality Control(Propose) Pre-analisys Protocol Second Step planning (automatic – intelligent Neural Net and algorithm) Automatic collection and transmission

  11. Post-Field Data Quality Control(Propose) Pre-analisys Protocol Third Step In test (semi and automatic) Reports to user

  12. Post-Field Data Quality Control(Propose) Recommendations • Strong metadata policy • Increase and create more Micrometeoroly Instrumentation Labs • Adopt a minimal standard Post-field data quality control protocol • Net data transfer (reduce the problems time detection) • Contract more MsC and PhD - local Team • Support to a reserve equipments and replacement kits program • Create a data base to improve and optimize this program

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