LTE multiple linear regression on latent layers
📖 About
🛠️ How to Use
- Clone this repository:
git clone https://github.com/pukpr/pukpr.github.io
$env:max_iters=3
$env:align=1
$env:PYPATH=".."
python3 ..\lte_mlr.py ts.dat --cc --random --low 1940 --high 1970
NINO34
description: NINO34 => NINO34 in PACIFIC
| config | location |
NINO4
description: NINO4 => NINO4 in PACIFIC
| config | location |
1
description: Brest => BREST in FRANCE
| config | location |
127
description: Seattle => SEATTLE in UNITED STATES
| config | location |
183
description: Portland (ME) => PORTLAND (MAINE) in UNITED STATES
| config | location |
245
description: Los Angeles => LOS ANGELES in UNITED STATES
| config | location |
76
description: Aarhus => AARHUS in DENMARK
| config | location |
DARWIN
description: SOI at Darwin => Darwin SOI in PACIFIC
| config | location |
IOD
description: Indian Ocean Dipole => IOD in INDIAN
| config | location |
M6
description: M6, Atlantic Nino => M6, Atlantic Nino in ATLANTIC
| config | location |
TNA
description: Tropical North Atlantic Oscillation => TNA Tropical N. Atlantic in ATLANTIC
| config | location |
10
description: San Francisco => SAN FRANCISCO in UNITED STATES
| config | location |
14
description: Helsinki => HELSINKI in FINLAND
| config | location |
202
description: Newlyn => NEWLYN in UNITED KINGDOM
| config | location |
246
description: Pensacola => PENSACOLA in UNITED STATES
| config | location |
78
description: Stockholm => STOCKHOLM in SWEDEN
| config | location |
DENISON
description: MSL at Ft. Denison, Sydney – sites 196+65 => Ft Denison in PACIFIC
| config | location |
IODE
description: Indian Ocean Dipole East => IOD East in INDIAN
| config | location |
NAO
description: North Atlantic Oscillation => NAO in ATLANTIC
| config | location |
TSA
description: Tropical South Atlantic Oscillation => TSA Tropical S. Atlantic in ATLANTIC
| config | location |
11
description: Warnemunde => WARNEMUNDE 2 in GERMANY
| config | location |
155
description: Honolulu => HONOLULU in UNITED STATES
| config | location |
225
description: Ketchikan => KETCHIKAN in UNITED STATES
| config | location |
154
description: Trieste => in
| config | location |
229
description: Kemi => KEMI in FINLAND
| config | location |
256
description: La Jolla => LA JOLLA (SCRIPPS PIER) in UNITED STATES
| config | location |
AMO
description: Atlantic Multidecadal Oscillation => AMO in ATLANTIC
| config | location |
EMI
description: Wl Nino Modoki => EMI ENSO Modoki Index in PACIFIC
| config | location |
IODW
description: Indian Ocean Dipole West => IOD West in INDIAN
| config | location |
NINO12
description: NINO12 => NINO12 in PACIFIC
| config | location |
PDO
description: Pacific Decadal Oscillation => PDO in PACIFIC
| config | location |
111
description: Fremantle => FREMANTLE in AUSTRALIA
| config | location |
161
description: Galveston => GALVESTON II, PIER 21, TX in UNITED STATES
| config | location |
234
description: Charleston => CHARLESTON I in UNITED STATES
| config | location |
41
description: Poti => POTI in GEORGIA
| config | location |
AO
description: Arctic Oscillation => AO in ARCTIC
| config | location |
IC3TSFC
description: ENSO reconstruction between 210-220 longitude => ic3tsfc (Reconstruction) in PACIFIC
| config | location |
M4
description: M4, North Pacific Gyre Oscillation => M4, N. Pacific Gyre Oscillation in PACIFIC
| config | location |
NINO3
description: NINO3 => NINO3 in PACIFIC
| config | location |
QBO30
description: Quasi Biennial Oscillation at 30hBar => QBO 30 Equatorial in WORLD
| config | location |
$name="183"
$name1=$name + "d"
cp data\$name1.dat .\$name\ts.dat
cp data\$name1.dat.p .\$name\ts.dat.p
cd $name
python3 ..\lte_mlr.py ts.dat --cc --random --low 1940 --high 1970
cd ..
cp nino34\index.md $name
- nino34 — NINO34 (PACIFIC)
- nino4 — NINO4 (PACIFIC)
- amo — AMO (ATLANTIC)
- ao — AO (ARCTIC)
- denison — Ft Denison (PACIFIC)
- iod — IOD (INDIAN)
- iodw — IOD West (INDIAN)
- iode — IOD East (INDIAN)
- nao — NAO (ATLANTIC)
- tna — TNA Tropical N. Atlantic (ATLANTIC)
- tsa — TSA Tropical S. Atlantic (ATLANTIC)
- qbo30 — QBO 30 Equatorial (WORLD)
- darwin — Darwin SOI (PACIFIC)
- emi — EMI ENSO Modoki Index (PACIFIC)
- ic3tsfc — ic3tsfc (Reconstruction) (PACIFIC)
- m6 — M6, Atlantic Nino (ATLANTIC)
- m4 — M4, N. Pacific Gyre Oscillation (PACIFIC)
- pdo — PDO (PACIFIC)
- nino3 — NINO3 (PACIFIC)
- nino12 — NINO12 (PACIFIC)
- 1 — BREST (FRANCE)
- 7 — CUXHAVEN 2 (GERMANY)
- 8 — WISMAR 2 (GERMANY)
- 10 — SAN FRANCISCO (UNITED STATES)
- 11 — WARNEMUNDE 2 (GERMANY)
- 14 — HELSINKI (FINLAND)
- 41 — POTI (GEORGIA)
- 65 — SYDNEY, FORT DENISON (AUSTRALIA)
- 76 — AARHUS (DENMARK)
- 78 — STOCKHOLM (SWEDEN)
- 111 — FREMANTLE (AUSTRALIA)
- 127 — SEATTLE (UNITED STATES)
- 155 — HONOLULU (UNITED STATES)
- 158 — SAN DIEGO (QUARANTINE STATION) (UNITED STATES)
- 161 — GALVESTON II, PIER 21, TX (UNITED STATES)
- 163 — BALBOA (PANAMA)
- 183 — PORTLAND (MAINE) (UNITED STATES)
- 188 — KEY WEST (UNITED STATES)
- 196 — SYDNEY, FORT DENISON 2 (AUSTRALIA)
- 202 — NEWLYN (UNITED KINGDOM)
- 225 — KETCHIKAN (UNITED STATES)
- 229 — KEMI (FINLAND)
- 234 — CHARLESTON I (UNITED STATES)
- 235 — BOSTON (UNITED STATES)
- 245 — LOS ANGELES (UNITED STATES)
- 246 — PENSACOLA (UNITED STATES)
- 256 — LA JOLLA (SCRIPPS PIER) (UNITED STATES)
- 405 — JUNEAU (UNITED STATES)
- 426 — SITKA (UNITED STATES)
python3 ..\..\pysindy\plot_lte_scatter.py --header --out lte.png --lo 1940 --high 1970
python3 ..\..\..\..\python\plot_sinusoids_from_json_with_bars.py --out-ts ts-sin.png --out-bars ts-bar.png --start 1920-01 --end 2030-01 ..\warne.dat.p ts.dat.p
python3 ..\..\pysindy\cc.py --low 1940 --high 1970