LS8_GM_NBART_2_-20_20160101.nc
dataset of product ls8_nbart_geomedian_annual
Indexed by dra547
,
created
Archived
for
1st January 2016
Fields 🔗
creation_time
2018-03-12 03:33:48 🔍
format
NetCDF 🔍
id
4c2bf2df-7062-4553-a019-ec40df407215 🔍
instrument
OLI
label
• 🔍
lat
-18.689 to -17.769 🔍
lon
133.885 to 134.849 🔍
platform
LANDSAT_8
product_type
surface_reflectance_statistical_summary
time
2016-01-01 00:00:00 to 2016-01-01 00:00:00 🔍
Location 🔗
Metadata Document 🔗
id:
4c2bf2df-7062-4553-a019-ec40df407215
product_type:
surface_reflectance_statistical_summary
creation_dt:
2018-03-12T03:33:48.928702
platform:
code:
LANDSAT_8
instrument:
name:
OLI
format:
name:
NetCDF
extent:
coord:
ll:
lat:
-18.688994392805352
lon:
133.89926913227788
lr:
lat:
-18.6722356534049
lon:
134.848641405037
ul:
lat:
-17.786145572688575
lon:
133.8852566616073
ur:
lat:
-17.769471488383502
lon:
134.8276284609752
to_dt:
2016-01-01T00:00:00
from_dt:
2016-01-01T00:00:00
center_dt:
2016-01-01T00:00:00
grid_spatial:
projection:
valid_data:
type:
Polygon
coordinates:
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spatial_reference:
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image:
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nir
red:
path:
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red
blue:
path:
layer:
blue
green:
path:
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green
swir1:
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swir2:
path:
layer:
swir2
lineage:
algorithm:
name:
datacube-stats
version:
0.9a8
repo_url:
https://github.com/GeoscienceAustralia/agdc_statistics.git
parameters:
configuration_file:
sources:
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masks:
[
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flags:
cloud_acca:
no_cloud
contiguous:
True
cloud_fmask:
no_cloud
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red_saturated:
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blue_saturated:
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green_saturated:
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swir1_saturated:
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swir2_saturated:
False
cloud_shadow_acca:
no_cloud_shadow
cloud_shadow_fmask:
no_cloud_shadow
product:
ls8_pq_albers
group_by:
solar_day
fuse_func:
datacube.helpers.ga_pq_fuser
measurement:
pixelquality
product:
ls8_nbart_albers
group_by:
solar_day
measurements:
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green
red
nir
swir1
swir2
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source_filter:
product:
ls8_level1_scene
gqa_iterative_mean_xy:
[
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1
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storage:
crs:
EPSG:3577
driver:
NetCDF CF
chunking:
x:
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y:
200
time:
1
tile_size:
x:
100000.0
y:
100000.0
resolution:
x:
25
y:
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dimension_order:
[
time
y
x
]
location:
/g/data/u46/users/ia1511/Work/data/geomedian/output
computation:
chunking:
x:
2000
y:
2000
date_ranges:
end_date:
2019-01-01
step_size:
1y
start_date:
2016-01-01
stats_duration:
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output_products:
[
]
name:
ls8_nbart_geomedian_annual
metadata:
platform:
LANDSAT-8
statistic:
new_geomedian
product_type:
surface_reflectance_statistical_summary
output_params:
zlib:
True
fletcher32:
True
statistic_args:
num_threads:
3
file_path_template:
ls8_gm/ls8_gm_nbart_{x}_{y}_{epoch_start:%Y%m%d}.nc
global_attributes:
title:
Surface Reflectance Geometric Median
source:
geometric median v2017 of surface reflectance NBAR+T
license:
CC BY Attribution 4.0 International License
summary:
The surface reflectance geometric median (geomedian) is a pixel composite mosaic of a time series of earth observations. The value of a pixel in a geomedian image is the statistical median of all observations for that pixel from a period of time. For example the 2016 Landsat 8 geomedian image over an area will be the median of Landsat 8 pixels observed for that area in 2016.
The geometric median products are available as annual datasets for years since 1987. Each annual composite is created from one calendar year of surface reflectance and for one sensor, i.e. Thematic Mapper (Landsat 5), Enhanced Thematic Mapper (Landsat 7) or Operational Land Imager (Landsat 8).
The algorithm considers concurrent spectral measurements as a multi-dimensional set and outputs a multi-dimensional median that maintains the relationships among the measurements. This provides a median of the physical conditions measured by the earth observations used to create it, and provides a good representation of a typical pixel observation devoid of outliers.
More information on the algorithm can be found in the article below:
- Roberts, D., Mueller, N., & Mcintyre, A. (2017). High-Dimensional Pixel Composites From Earth Observation Time Series.
IEEE Transactions on Geoscience and Remote Sensing, 55(11), 6254-6264. https://doi.org/10.1109/tgrs.2017.2723896
keywords:
AU/GA,NASA/GSFC/SED/ESD/LANDSAT,REFLECTANCE,ETM+,TM,OLI,EARTH SCIENCE
platform:
LANDSAT-5,LANDSAT-7,LANDSAT-8
instrument:
TM,ETM+,OLI
references:
- Roberts, D., Mueller, N., & Mcintyre, A. (2017). High-Dimensional Pixel Composites From Earth Observation Time Series. IEEE Transactions on Geoscience and Remote Sensing, 55(11), 6254-6264. https://doi.org/10.1109/tgrs.2017.2723896
description:
Surface Reflectance Geometric Median 25 metre, 100km tile, Australian Albers Equal Area projection (EPSG:3577)
institution:
Commonwealth of Australia (Geoscience Australia)
cdm_data_type:
Grid
product_suite:
Surface Reflectance Geometric Median 25m
publisher_url:
http://www.ga.gov.au
acknowledgment:
- Landsat data is provided by the United States Geological Survey (USGS) through direct reception of the data at Geoscience Australias satellite reception facility or download.
publisher_name:
Section Leader, Operations Section, NEMO, Geoscience Australia
product_version:
2
publisher_email:
earth.observation@ga.gov.au
keywords_vocabulary:
GCMD
coverage_content_type:
modelResult
machine:
uname:
Linux r3557 3.10.0-693.17.1.el6.x86_64 #1 SMP Fri Feb 9 03:25:58 UTC 2018 x86_64
hostname:
r3557
software_versions:
python:
version:
3.6.3 | packaged by conda-forge | (default, Nov 4 2017, 10:10:56)
[GCC 4.8.2 20140120 (Red Hat 4.8.2-15)]
datacube:
version:
1.5.1+421.g2306bf4
repo_url:
https://github.com/opendatacube/datacube-core.git
source_datasets:
statistics:
step:
1y
period:
1y