LS5_GM_NBART_4_-39_19950101.nc
dataset of product ls5_nbart_geomedian_annual
Indexed by dra547
,
created
Region
4_-39
for
1st January 1995
... 58 more
LS5_GM_NBART_4_-39_19950101.nc
Fields
creation_dt
2018-07-06T13:28:25.847136
creation_time
2018-07-06 13:28:25
format
NetCDF
id
0ff2db2b-6cad-4e40-b84a-71a857e45662
instrument
TM
label
•
lat
-35.638 to -34.705
lon
136.384 to 137.526
platform
LANDSAT_5
product_type
surface_reflectance_statistical_summary
time
1995-01-01 00:00:00 to 1995-01-01 00:00:00
Locations
Metadata Document
id:
0ff2db2b-6cad-4e40-b84a-71a857e45662
product_type:
surface_reflectance_statistical_summary
creation_dt:
2018-07-06T13:28:25.847136
platform:
code:
LANDSAT_5
instrument:
name:
TM
format:
name:
NetCDF
extent:
coord:
ll:
lat:
-35.63832428912972
lon:
136.42184850949994
lr:
lat:
-35.60328134327566
lon:
137.5260698926053
ul:
lat:
-34.73955930395704
lon:
136.383929674985
ur:
lat:
-34.70489464739865
lon:
137.47870298263425
to_dt:
1995-01-01T00:00:00
from_dt:
1995-01-01T00:00:00
center_dt:
1995-01-01T00:00:00
grid_spatial:
projection:
valid_data:
type:
Polygon
coordinates:
[
]
[
[219 items...]
[
400000.0
-3801630.011232969
]
,
[
400000.0
-3800000.0
]
,
[
400453.5934017076
-3800000.0
]
,
[
400842.2705021319
-3800000.0
]
,
[
401316.8358790158
-3800000.0
]
,
[
401826.13974354137
-3800000.0
]
,
[
402007.39332511916
-3800000.0
]
,
[
402028.2965399691
-3800000.0
]
,
[
403577.952707076
-3800000.0
]
,
[
403592.0632803392
-3800000.0
]
,
[
403809.420564116
-3800000.0
]
,
[
404125.27755556453
-3800000.0
]
,
[
404141.1851012578
-3800000.0
]
,
[
404451.36592293496
-3800000.0
]
,
[
405396.25822121365
-3800000.0
]
,
[
406206.2689859962
-3800000.0
]
,
[
406524.4564991137
-3800000.0
]
,
[
407025.62822159985
-3800000.0
]
,
[
407526.06995067775
-3800000.0
]
,
[
407715.16744568414
-3800000.0
]
,
[
407729.5086228076
-3800000.0
]
,
[
441809.0771315389
-3800000.0
]
,
[
442966.64832667925
-3800000.0
]
,
[
446474.16355839453
-3800000.0
]
,
[
447628.04414421064
-3800000.0
]
,
[
448658.39730255306
-3800000.0
]
,
[
453319.0801156378
-3800000.0
]
,
[
454436.95226129226
-3800000.0
]
,
[
455838.68326573493
-3800000.0
]
,
[
456234.01496085967
-3800000.0
]
,
[
456789.384600089
-3800000.0
]
,
[
457009.6386284254
-3800000.0
]
,
[
458764.28174374584
-3800000.0
]
,
[
458819.7623279123
-3800000.0
]
,
[
458852.63461106736
-3800000.0
]
,
[
458853.40613602934
-3800000.0
]
,
[
459070.1489877728
-3800000.0
]
,
[
459208.1236677042
-3800000.0
]
,
[
460480.1228370827
-3800000.0
]
,
[
460904.3376815923
-3800000.0
]
,
[
461420.55876013025
-3800000.0
]
,
[
461689.86883408163
-3800000.0
]
,
[
463435.4583452551
-3800000.0
]
,
[
463485.8495773877
-3800000.0
]
,
[
463488.74222469627
-3800000.0
]
,
[
463497.2448566861
-3800000.0
]
,
[
463841.80902576545
-3800000.0
]
,
[
500000.0
-3800000.0
]
,
[
500000.0
-3862952.5660430104
]
,
[
500000.0
-3863196.5795780853
]
,
[
500000.0
-3863372.570985584
]
,
[
500000.0
-3863376.3366329405
]
,
[
500000.0
-3863408.830915072
]
,
[
500000.0
-3863477.643426282
]
,
[
500000.0
-3863478.5989258727
]
,
[
500000.0
-3863547.688605727
]
,
[
500000.0
-3863569.0489137038
]
,
[
500000.0
-3863611.4856842575
]
,
[
500000.0
-3863613.7162056547
]
,
[
500000.0
-3863628.7623073766
]
,
[
500000.0
-3863630.946276508
]
,
[
500000.0
-3863682.3210654003
]
,
[
500000.0
-3863729.056513267
]
,
[
500000.0
-3863754.6321291486
]
,
[
500000.0
-3863802.904802298
]
,
[
500000.0
-3863889.239812749
]
,
[
500000.0
-3863922.7325900975
]
,
[
500000.0
-3863925.1196782915
]
,
[
500000.0
-3864003.9246062664
]
,
[
500000.0
-3864119.7130490374
]
,
[
500000.0
-3864180.9025276494
]
,
[
500000.0
-3864206.927900732
]
,
[
500000.0
-3864362.0522134393
]
,
[
500000.0
-3864455.235349633
]
,
[
500000.0
-3883095.237673372
]
,
[
500000.0
-3883487.598321571
]
,
[
500000.0
-3883549.1714447117
]
,
[
500000.0
-3883603.5564950816
]
,
[
500000.0
-3883626.3617040375
]
,
[
500000.0
-3883690.0580015006
]
,
[
500000.0
-3883841.0794568746
]
,
[
500000.0
-3883861.712874157
]
,
[
500000.0
-3883917.4095481457
]
,
[
500000.0
-3883961.0975150834
]
,
[
500000.0
-3884017.8834984303
]
,
[
500000.0
-3884021.6383241927
]
,
[
500000.0
-3884185.545558652
]
,
[
500000.0
-3884389.7202288304
]
,
[
500000.0
-3884392.117364581
]
,
[
500000.0
-3884440.326268452
]
,
[
500000.0
-3884524.8887281087
]
,
[
500000.0
-3884542.3584205243
]
,
[
500000.0
-3884568.2730979063
]
,
[
500000.0
-3884623.694671239
]
,
[
500000.0
-3884653.0722774076
]
,
[
500000.0
-3884790.2793020653
]
,
[
500000.0
-3884794.375539783
]
,
[
500000.0
-3884869.4045454394
]
,
[
500000.0
-3884900.500463481
]
,
[
500000.0
-3884966.4526409763
]
,
[
500000.0
-3885116.6574459565
]
,
[
500000.0
-3885294.801135393
]
,
[
500000.0
-3885459.0282808864
]
,
[
500000.0
-3885595.579531996
]
,
[
500000.0
-3900000.0
]
,
[
437790.01501540566
-3900000.0
]
,
[
437413.9187989347
-3900000.0
]
,
[
434831.36914392863
-3900000.0
]
,
[
433146.6845807762
-3900000.0
]
,
[
432766.3616262154
-3900000.0
]
,
[
430139.98882047826
-3900000.0
]
,
[
400000.0
-3900000.0
]
,
[
400000.0
-3888763.258741218
]
,
[
400000.0
-3888586.4504539506
]
,
[
400000.0
-3888575.111996222
]
,
[
400000.0
-3888352.4804369835
]
,
[
400000.0
-3888176.862882439
]
,
[
400000.0
-3888120.655305652
]
,
[
400000.0
-3888116.174986089
]
,
[
400000.0
-3887948.694916057
]
,
[
400000.0
-3887822.587249471
]
,
[
400000.0
-3887733.072193949
]
,
[
400000.0
-3887682.574732519
]
,
[
400000.0
-3887673.1638735523
]
,
[
400000.0
-3887619.557990766
]
,
[
400000.0
-3887598.459934935
]
,
[
400000.0
-3887522.709802173
]
,
[
400000.0
-3887425.7564204475
]
,
[
400000.0
-3887404.033014205
]
,
[
400000.0
-3887241.344697655
]
,
[
400000.0
-3887184.728310419
]
,
[
400000.0
-3887168.217689376
]
,
[
400000.0
-3887046.8290119334
]
,
[
400000.0
-3886807.5969981924
]
,
[
400000.0
-3886714.832150489
]
,
[
400000.0
-3886686.7178426012
]
,
[
400000.0
-3886595.578313302
]
,
[
400000.0
-3886503.0671500503
]
,
[
400000.0
-3867483.633153786
]
,
[
400000.0
-3867248.7036933107
]
,
[
400000.0
-3866938.9460362
]
,
[
400000.0
-3866680.3392202477
]
,
[
400000.0
-3866673.3707524003
]
,
[
400000.0
-3866440.863417648
]
,
[
400000.0
-3863590.119850635
]
,
[
400000.0
-3863509.981359211
]
,
[
400000.0
-3863389.410162047
]
,
[
400000.0
-3863217.0107551487
]
,
[
400000.0
-3862976.7976275124
]
,
[
400000.0
-3862876.7535283845
]
,
[
400000.0
-3862803.057695727
]
,
[
400000.0
-3862694.608901151
]
,
[
400000.0
-3862649.1628606822
]
,
[
400000.0
-3862626.8758557793
]
,
[
400000.0
-3862570.5308371596
]
,
[
400000.0
-3862547.173829972
]
,
[
400000.0
-3862506.871834107
]
,
[
400000.0
-3862500.8570412947
]
,
[
400000.0
-3862489.4802620877
]
,
[
400000.0
-3862480.900449542
]
,
[
400000.0
-3862444.069866942
]
,
[
400000.0
-3862240.113260671
]
,
[
400000.0
-3862024.898110888
]
,
[
400000.0
-3861924.469070792
]
,
[
400000.0
-3861863.0525493408
]
,
[
400000.0
-3861731.2848704895
]
,
[
400000.0
-3861674.312732003
]
,
[
400000.0
-3861632.5573230954
]
,
[
400000.0
-3861601.951425792
]
,
[
400000.0
-3861578.1233360823
]
,
[
400000.0
-3861558.0398445176
]
,
[
400000.0
-3861540.333750144
]
,
[
400000.0
-3861526.809259623
]
,
[
400000.0
-3860666.140648246
]
,
[
400000.0
-3842450.824240731
]
,
[
400000.0
-3842323.855025184
]
,
[
400000.0
-3842190.478235001
]
,
[
400000.0
-3842085.239439587
]
,
[
400000.0
-3842055.8582847305
]
,
[
400000.0
-3841892.1139652254
]
,
[
400000.0
-3841827.345558251
]
,
[
400000.0
-3841826.1009615934
]
,
[
400000.0
-3841701.4258928057
]
,
[
400000.0
-3841678.0984257567
]
,
[
400000.0
-3841658.915799434
]
,
[
400000.0
-3841633.0502517037
]
,
[
400000.0
-3841602.4894293463
]
,
[
400000.0
-3841577.281452193
]
,
[
400000.0
-3841561.0149373817
]
,
[
400000.0
-3841547.428569373
]
,
[
400000.0
-3841513.4122233256
]
,
[
400000.0
-3841455.0792254903
]
,
[
400000.0
-3841411.5571201677
]
,
[
400000.0
-3841406.4039123836
]
,
[
400000.0
-3841349.8176942756
]
,
[
400000.0
-3841322.2217943626
]
,
[
400000.0
-3841281.9949600934
]
,
[
400000.0
-3841255.242817051
]
,
[
400000.0
-3840680.4664617833
]
,
[
400000.0
-3840419.5190538126
]
,
[
400000.0
-3827717.8493388873
]
,
[
400000.0
-3827701.173831393
]
,
[
400000.0
-3827012.6512745465
]
,
[
400000.0
-3825181.91765827
]
,
[
400000.0
-3823400.012185856
]
,
[
400000.0
-3822304.518285546
]
,
[
400000.0
-3819386.1946210256
]
,
[
400000.0
-3816048.496796676
]
,
[
400000.0
-3814833.7446692763
]
,
[
400000.0
-3814831.825669869
]
,
[
400000.0
-3813729.842462847
]
,
[
400000.0
-3812908.5023301602
]
,
[
400000.0
-3812882.32090097
]
,
[
400000.0
-3807254.228023439
]
,
[
400000.0
-3807207.2854693397
]
,
[
400000.0
-3806552.44602982
]
,
[
400000.0
-3804720.359605296
]
,
[
400000.0
-3803014.563733387
]
,
[
]
400000.0
-3801630.011232969
]
,
geo_ref_points:
ll:
x:
400000.0
y:
-3900000.0
lr:
x:
500000.0
y:
-3900000.0
ul:
x:
400000.0
y:
-3800000.0
ur:
x:
500000.0
y:
-3800000.0
spatial_reference:
EPSG:3577
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:
0.9b1
repo_url:
https://github.com/GeoscienceAustralia/datacube-stats.git
parameters:
configuration_file:
sources:
[
]
masks:
[
]
flags:
cloud_acca:
no_cloud
contiguous:
True
cloud_fmask:
no_cloud
nir_saturated:
False
red_saturated:
False
blue_saturated:
False
green_saturated:
False
swir1_saturated:
False
swir2_saturated:
False
cloud_shadow_acca:
no_cloud_shadow
cloud_shadow_fmask:
no_cloud_shadow
product:
ls5_pq_albers
group_by:
solar_day
fuse_func:
datacube.helpers.ga_pq_fuser
measurement:
pixelquality
product:
ls5_nbart_albers
group_by:
solar_day
measurements:
[
blue
green
red
nir
swir1
swir2
]
source_filter:
product:
ls5_level1_scene
gqa_iterative_mean_xy:
[
0
1
]
storage:
crs:
EPSG:3577
driver:
NetCDF CF
chunking:
x:
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:
1996-01-01
step_size:
1y
start_date:
1993-01-01
stats_duration:
1y
input_region:
null
filter_product:
var_attributes:
output_products:
[
]
name:
ls5_nbart_geomedian_annual
metadata:
format:
name:
NetCDF
platform:
code:
LANDSAT_5
instrument:
name:
TM
statistic:
new_geomedian
product_type:
surface_reflectance_statistical_summary
output_params:
zlib:
True
fletcher32:
True
statistic_args:
num_threads:
3
file_path_template:
ls5_gm/{x}_{y}/LS5_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:
2.0
publisher_email:
earth.observation@ga.gov.au
keywords_vocabulary:
GCMD
coverage_content_type:
modelResult
machine:
uname:
Linux r3411 3.10.0-862.3.3.el6.x86_64 #1 SMP Wed Jun 27 18:22:35 AEST 2018 x86_64
hostname:
r3411
software_versions:
python:
version:
3.6.5 | packaged by conda-forge | (default, Apr 6 2018, 13:39:56)
[GCC 4.8.2 20140120 (Red Hat 4.8.2-15)]
datacube:
version:
1.6rc2+2.g6aa9d16
repo_url:
https://github.com/opendatacube/datacube-core.git
source_datasets:
statistics:
step:
1y
period:
1y