Supplementary Figure 1 Location and characteristics of Landes and Sologne focus regions. Land use in Central-Western Europe (a), and elevation maps

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1 Supplmntary Figur 1 Loation an haratristis o Lans an Sologn ous rgions. Lan us in Cntral-Wstrn Europ (a), an lvation maps o Cntral-Wstrn Europ (), th Lans stuy rgion () an th Sologn stuy rgion (). Not a us th sam olour sal. Th oxs in panls a an iniat th loation o th ous rgions shown in an. Th rgional lvation maps show th asn o pronoun topographial aturs in oth rgions whih might inlun lou ormation. Boxs iniat th loation o orst (thik lin) an non-orst (thin lin) aras or visual rrn. Lan us ata or 2010 was takn rom HILDA. Elvation ata was takn rom GTOPO30.

2 Supplmntary Figur 2 Snsitivity o summr lou rquny to lou optial thiknss iltring in th Clou Physial Proprtis algorithm. (a,) Jun-August (JJA) lou rquny with lou optial thiknss (COT) iltr 0.15 or Lans (a) an Sologn (). (,) JJA lou rquny with COT iltr 0.30 or Lans () an Sologn (). (,) JJA lou rquny with COT iltr 0.60 or Lans () an Sologn (). Shown ar avrag lou rqunis ovr th yars Boxs iniat th loation o orst (thik lin) an non-orst (thin lin) aras or visual rrn.

3 Supplmntary Figur 3 Snsitivity o irn in summr lou rquny or an atr passing o Klaus to lou optial thiknss iltring in th Clou Physial Proprtis algorithm. (a,) Dirn in Jun-August (JJA) lou rquny with lou optial thiknss (COT) iltr 0.15 or Lans (a) an Sologn (). (,) Dirn in JJA lou rquny with COT iltr 0.30 or Lans () an Sologn (). (,) Dirn in JJA lou rquny with COT iltr 0.60 or Lans () an Sologn (). Shown ar irns in avrag lou rqunis twn th yars an Boxs iniat th loation o orst (thik lin) an non-orst (thin lin) aras or visual rrn.

4 Supplmntary Figur 4 Snsitivity o summr lou rquny to rltan thrshol in th High Rsolution Visil algorithm. (a,) Jun-August (JJA) lou rquny with rltan thrshol o 5 or Lans (a) an Sologn (). (,) JJA lou rquny with rltan thrshol o 10 or Lans () an Sologn (). (,) JJA lou rquny with rltan thrshol o 20 or Lans () an Sologn (). Shown ar avrag lou rqunis ovr th yars Boxs iniat th loation o orst (thik lin) an non-orst (thin lin) aras or visual rrn.

5 Supplmntary Figur 5 Snsitivity o irn in summr lou rquny or an atr passing o Klaus to rltan thrshol in th High Rsolution Visil algorithm. (a,) Dirn in Jun-August (JJA) lou rquny with rltan thrshol o 5 or Lans (a) an Sologn (). (,) Dirn in JJA lou rquny with rltan thrshol o 10 or Lans () an Sologn (). (,) Dirn in JJA lou rquny with rltan thrshol o 20 or Lans () an Sologn (). Shown ar irns in avrag lou rqunis twn th yars an Boxs iniat th loation o orst (thik lin) an non-orst (thin lin) aras or visual rrn.

6 Supplmntary Figur 6 Snapshots o lou ovr vlopmnt on 17 July 2006 ovr Lans. (a) 11 UTC, () 12 UTC, () 13 UTC, () 14 UTC, () 15 UTC, () 16 UTC. Imags ar as on Mtosat Son Gnration high-rsolution visil (HRV) imagry. Boxs iniat th loation o orst (thik lin) an non-orst (thin lin) aras or visual rrn.

7 Supplmntary Figur 7 Snapshots o lou ovr vlopmnt on 14 July 2008 ovr Lans. (a) 08 UTC, () 09 UTC, () 10 UTC, () 11 UTC, () 12 UTC, () 13 UTC. Imags ar as on Mtosat Son Gnration high-rsolution visil (HRV) imagry. Boxs iniat th loation o orst (thik lin) an non-orst (thin lin) aras or visual rrn.

8 Supplmntary Figur 8 Snapshots o lou ovr vlopmnt on 9 July 2013 ovr Lans. (a) 11 UTC, () 12 UTC, () 13 UTC, () 14 UTC, () 15 UTC, () 16 UTC. Imags ar as on Mtosat Son Gnration high-rsolution visil (HRV) imagry. Boxs iniat th loation o orst (thik lin) an non-orst (thin lin) aras or visual rrn.

9 Supplmntary Figur 9 Snapshots o lou ovr vlopmnt on 1 May 2012 ovr Sologn. (a) 11 UTC, () 12 UTC, () 13 UTC, () 14 UTC, () 15 UTC, () 16 UTC. Imags ar as on Mtosat Son Gnration high-rsolution visil (HRV) imagry. Boxs iniat th loation o orst (thik lin) an non-orst (thin lin) aras or visual rrn.

10 Supplmntary Figur 10 Sasonal vlopmnt o vgtation ativity. (a,) Enhan Vgtation Inx (EVI) or ay o yar 121 or Lans (a) an Sologn (). (,) EVI or ay o yar 169 or Lans () an Sologn (). (,) EVI or ay o yar 169 or Lans () an Sologn (). EVI is takn as avrags ovr th yars Boxs iniat th loation o orst (thik lin) an nonorst (thin lin) aras or visual rrn.

11 Supplmntary Figur 11 Sasonal vlopmnt o lan sura tmpratur. (a,) Avrag Jun lan sura tmpratur (LST) or Lans (a) an Sologn (). (,) Avrag July LST or Lans () an Sologn (). (,) Avrag August LST or Lans () an Sologn (). LST is takn rom MODIS Aqua an alulat as avrags ovr th yars atr srning or lou prsn an shaing. Boxs iniat th loation o orst (thik lin) an non-orst (thin lin) aras or visual rrn.

12 Supplmntary Figur 12 Diurnal volution o avrag summr lou rquny or Lans. (a) 06 UTC, () 07 UTC, () 08 UTC, () 09 UTC, () 10 UTC, () 11 UTC. Clou rquny is as on th Clou Physial Proprtis algorithm an takn as avrag ovr Jun August or th yars Boxs iniat th loation o orst (thik lin) an non-orst (thin lin) aras or visual rrn. Not that th irst pak in th orst-non orst ontrast ours aroun 09 UTC.

13 g h i j k l Supplmntary Figur 12 (ont.) Diurnal volution o avrag summr lou rquny or Lans. (g) 13 UTC, (h) 14 UTC, (i) 15 UTC, (j) 16 UTC, (k) 17 UTC, (l) 18 UTC. Clou rquny is as on th Clou Physial Proprtis algorithm an takn as avrag ovr Jun-August or th yars Boxs iniat th loation o orst (thik lin) an non-orst (thin lin) aras or visual rrn.

14 Supplmntary Figur 13 Diurnal volution o avrag summr lou rquny or Sologn. (a) 06 UTC, () 07 UTC, () 08 UTC, () 09 UTC, () 10 UTC, () 11 UTC. Clou rquny is as on th Clou Physial Proprtis algorithm an takn as avrag ovr Jun-August or th yars Boxs iniat th loation o orst (thik lin) an non-orst (thin lin) aras or visual rrn. Not that th irst pak in th orst-non orst ontrast ours aroun 09 UTC.

15 g h i j k l Supplmntary Figur 13 (ont.) Diurnal volution o avrag summr lou rquny or Sologn. (g) 13 UTC, (h) 14 UTC, (i) 15 UTC, (j) 16 UTC, (k) 17 UTC, (l) 18 UTC. Clou rquny is as on th Clou Physial Proprtis algorithm an takn as avrag ovr Jun-August or th yars Boxs iniat th loation o orst (thik lin) an non-orst (thin lin) aras or visual rrn.

16 Supplmntary Figur 14 Tmporal an spatial pattrns o prrr lou ourrn ovr orst. (a,) Sasonal (a) an iurnal () volution o man Jun-August (JJA) irn in lou rquny or Lans rgion. () Impat o rgional (10 m) mriional win omponnt on JJA lou rquny or Sologn. () Avrag July lan sura tmpratur ( ) rom MODIS Aqua or Lans. In a an, thik (thin) vrtial lins iniat 50 (95) prntil intrvals otain rom ootstrapping or th orst (grn) an non-orst oxs (orang). Shaing iniats prios o signiiant irn at th 95% onin lvl. In, ontours rprsnt 90 th prntils to aount or irns in man lou rquny with win onitions. In, oxs iniat th loation o orst (thik lin) an non-orst (thin lin) aras or visual rrn. Not that positiv mriional win is win lowing rom south to north. All plots ar as on th Clou Physial Proprtis algorithm.

17 Supplmntary Figur 15 Impat o win irtion on summr lou rquny or Lans. (a) Clou rquny unr North-Wstrly wins. () Clou rquny unr North-Eastrly wins. () Clou rquny unr South-Wstrly wins. () Clou rquny or South-Eastrly wins. Clou rquny is as on th Clou Physial Proprtis algorithm an takn as avrag ovr Jun-August or th yars Boxs iniat th loation o orst (thik lin) an non-orst (thin lin) aras or visual rrn.

18 Supplmntary Figur 16 Impat o win irtion on summr lou rquny or Sologn. (a) Clou rquny unr North-Wstrly wins. () Clou rquny unr North-Eastrly wins. () Clou rquny unr South-Wstrly wins. () Clou rquny or South-Eastrly wins. Clou rquny is as on th Clou Physial Proprtis algorithm an takn as avrag ovr Jun-August or th yars Boxs iniat th loation o orst (thik lin) an non-orst (thin lin) aras or visual rrn.

19 Supplmntary Figur 17 Impat o sa lvl prssur on man irn in aily avrag summr lou rquny. (a) Lans, () Sologn. Blu lin iniats linar it. Clou rquny is as on th Clou Physial Proprtis algorithm an takn ovr Jun August or th yars Non-orst onitions wr takn as th avrag ovr th two oxs. Sa lvl prssur ata wr otain rom ERA-Intrim.

20 Supplmntary Figur 18 Forst ovr an lan sura alo. (a,) Forst ovr (ata rom JRC) or Lans (a) an Sologn (). (,) Jun August avrag lak-sky shortwav alo rom MODIS or Lans () an Sologn (). (,) High Rsolution Visil (MSG-HRV) lar-sky raiation rsulting rom th mpirial umulativ istriution untion analysis on Mtosat Son Gnration hannl 12 ata (s Mthos) or Lans () an Sologn (). Boxs iniat th loation o orst (thik lin) an non-orst (thin lin) aras or visual rrn. Not th los rsmlan twn th istriution o MODIS alo an th lar-sky raiation in spit o th at that th lattr has n inrr on a pixl-y-pixl asis.

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