LS8_GM_NBART_13_-14_20170101.nc
dataset of product ls8_nbart_geomedian_annual
Indexed by dra547
,
created
Archived
for
1st January 2017
Fields 🔗
creation_time
2018-03-18 02:00:13 🔍
format
NetCDF 🔍
id
5296102b-35f2-4703-8955-ffe4d336af1f 🔍
instrument
OLI
label
• 🔍
lat
-12.697 to -11.692 🔍
lon
143.703 to 144.686 🔍
platform
LANDSAT_8
product_type
surface_reflectance_statistical_summary
time
2017-01-01 00:00:00 to 2017-01-01 00:00:00 🔍
Location 🔗
Metadata Document 🔗
id:
5296102b-35f2-4703-8955-ffe4d336af1f
product_type:
surface_reflectance_statistical_summary
creation_dt:
2018-03-18T02:00:13.870308
platform:
code:
LANDSAT_8
instrument:
name:
OLI
format:
name:
NetCDF
extent:
coord:
ll:
lat:
-12.69702863659397
lon:
143.78545606848587
lr:
lat:
-12.60910082656979
lon:
144.6862920663392
ul:
lat:
-11.779949575460508
lon:
143.70264603810756
ur:
lat:
-11.692317589622313
lon:
144.59723193200713
to_dt:
2017-01-01T00:00:00
from_dt:
2017-01-01T00:00:00
center_dt:
2017-01-01T00:00:00
grid_spatial:
projection:
valid_data:
type:
Polygon
coordinates:
[
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spatial_reference:
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image:
bands:
nir:
path:
layer:
nir
red:
path:
layer:
red
blue:
path:
layer:
blue
green:
path:
layer:
green
swir1:
path:
layer:
swir1
swir2:
path:
layer:
swir2
lineage:
algorithm:
name:
datacube-stats
version:
0.9a9
repo_url:
https://github.com/GeoscienceAustralia/agdc_statistics.git
parameters:
configuration_file:
sources:
[
]
masks:
[
]
flags:
cloud_acca:
no_cloud
contiguous:
True
cloud_fmask:
no_cloud
nir_saturated:
False
red_saturated:
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blue_saturated:
False
green_saturated:
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swir1_saturated:
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swir2_saturated:
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cloud_shadow_acca:
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cloud_shadow_fmask:
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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:
[
blue
green
red
nir
swir1
swir2
]
source_filter:
product:
ls8_level1_scene
gqa_iterative_mean_xy:
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storage:
crs:
EPSG:3577
driver:
NetCDF CF
chunking:
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200
y:
200
time:
1
tile_size:
x:
100000.0
y:
100000.0
resolution:
x:
25
y:
-25
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:
1y
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 r3556 3.10.0-693.17.1.el6.x86_64 #1 SMP Fri Feb 9 03:25:58 UTC 2018 x86_64
hostname:
r3556
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+510.gf7eac06
repo_url:
https://github.com/opendatacube/datacube-core.git
source_datasets:
statistics:
step:
1y
period:
1y