Identification of dry and rainy periods using telecommunication ...
Identification of dry and rainy periods using telecommunication ...
Identification of dry and rainy periods using telecommunication ...
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12 nd International Conference on Urban Drainage, Porto Alegre/Brazil, 10-15 September 2011<br />
Table A2 Attributes that were used for the different r<strong>and</strong>om forests (RF1-RF6). ON=Online algorithm,<br />
<strong>using</strong> only past information.<br />
Attribute All attributes<br />
Page 11 <strong>of</strong> 12<br />
All attributes w/o past<br />
rainfall information<br />
The most informative<br />
attributes<br />
RF1 RF2 (ON) RF3 RF4 (ON) RF5 RF6 (ON)<br />
RSL X X X X X X<br />
std15_past X X X X<br />
min15_past X X X X X X<br />
max15_past X X X X<br />
slope15_past X X X X<br />
autocor15_past X X X X<br />
std15_fut X X<br />
min15_fut X X X<br />
max15_fut X X<br />
slope15_fut X X<br />
autocor15_fut X X<br />
std30_past X X X X<br />
min30_past X X X X X X<br />
max30_past X X X X<br />
slope30_past X X X X<br />
autocor30_past X X X X<br />
std30_fut X X<br />
min30_fut X X X<br />
max30_fut X X<br />
slope30_fut X X<br />
autocor30_fut X X<br />
std120_past X X X X<br />
min120_past X X X X<br />
max120_past X X X X<br />
slope120_past X X X X<br />
autocor120_past X X X X<br />
q10_120_past X X X X<br />
q90_120_past X X X X<br />
std120_fut X X<br />
min120_fut X X<br />
max120_fut X X<br />
slope120_fut X X<br />
autocor120_fut X X<br />
q10_120_fut X X<br />
q90_120_fut X X<br />
rain_10_40_past X X<br />
RTS_past X X
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