# AIA 森林種類預測 — Data

来源：https://www.kaggle.com/competitions/aia-xt1-dl-kaggle/data

本地 Meta Kaggle 快照；不是本次实时页面。

# Dataset Description

# File description
train.csv - the training set

test.csv - the test set

sampleSubmission.csv - a sample submission file in the correct format

## 資料包括之欄位如下:
Elevation - Elevation in meters

Aspect - Aspect in degrees azimuth

Slope - Slope in degrees

Horizontal_Distance_To_Hydrology - Horz Dist to nearest surface water features

Vertical_Distance_To_Hydrology - Vert Dist to nearest surface water features

Horizontal_Distance_To_Roadways - Horz Dist to nearest roadway

Hillshade_9am (0 to 255 index) - Hillshade index at 9am, summer solstice

Hillshade_Noon (0 to 255 index) - Hillshade index at noon, summer solstice

Hillshade_3pm (0 to 255 index) - Hillshade index at 3pm, summer solstice

Horizontal_Distance_To_Fire_Points - Horz Dist to nearest wildfire ignition points

Wilderness_Area (4 binary columns, 0 = absence or 1 = presence) - Wilderness area designation

Soil_Type (40 binary columns, 0 = absence or 1 = presence) - Soil Type designation

Cover_Type (7 types, integers 0 to 6) - Forest Cover Type designation

The wilderness areas are:

- 1 - Rawah Wilderness Area
- 2 - Neota Wilderness Area
- 3 - Comanche Peak Wilderness Area
- 4 - Cache la Poudre Wilderness Area
The soil types are:

- Cathedral family - Rock outcrop complex, extremely stony.
- Vanet - Ratake families complex, very stony.
- Haploborolis - Rock outcrop complex, rubbly.
- Ratake family - Rock outcrop complex, rubbly.
- Vanet family - Rock outcrop complex complex, rubbly.
- Vanet - Wetmore families - Rock outcrop complex, stony. Gothic family.
- Supervisor - Limber families complex.
- Troutville family, very stony.
- Bullwark - Catamount families - Rock outcrop complex, rubbly.
- Bullwark - Catamount families - Rock land complex, rubbly.
- Legault family - Rock land complex, stony.
- Catamount family - Rock land - Bullwark family complex, rubbly.
- Pachic Argiborolis - Aquolis complex.
unspecified in the USFS Soil and ELU Survey.
- Cryaquolis - Cryoborolis complex.
- Gateview family - Cryaquolis complex.
- Rogert family, very stony.
- Typic Cryaquolis - Borohemists complex.
- Typic Cryaquepts - Typic Cryaquolls complex.
- Typic Cryaquolls - Leighcan family, till substratum complex.
- Leighcan family, till substratum, extremely bouldery.
- Leighcan family, till substratum - Typic Cryaquolls complex.
- Leighcan family, extremely stony.
- Leighcan family, warm, extremely stony.
- Granile - Catamount families complex, very stony.
- Leighcan family, warm - Rock outcrop complex, extremely stony.
- Leighcan family - Rock outcrop complex, extremely stony.
- Como - Legault families complex, extremely stony.
- Como family - Rock land - Legault family complex, extremely stony.
- Leighcan - Catamount families complex, extremely stony.
- Catamount family - Rock outcrop - Leighcan family complex, extremely stony.
- Leighcan - Catamount families - Rock outcrop complex, extremely stony.
- Cryorthents - Rock land complex, extremely stony.
- Cryumbrepts - Rock outcrop - Cryaquepts complex.
- Bross family - Rock land - Cryumbrepts complex, extremely stony.
- Rock outcrop - Cryumbrepts - Cryorthents complex, extremely stony.
- Leighcan - Moran families - Cryaquolls complex, extremely stony.
- Moran family - Cryorthents - Leighcan family complex, extremely stony.
- Moran family - Cryorthents - Rock land complex, extremely stony.