Published July 26, 2025
| Version 2.0
Dataset
Open
Improved global soil salinity and sodicity mapping from 1980 to 2024 through Box-Cox-based sample transformation and feature optimization
Authors/Creators
-
1.
Institute of Geographic Sciences and Natural Resources Research
-
2.
Chinese Academy of Sciences
-
3.
University of Chinese Academy of Sciences
Contributors
Related person (4):
Supervisor:
-
1.
Institute of Geographic Sciences and Natural Resources Research
-
2.
University of Chinese Academy of Sciences
-
3.
Zhejiang University
Description
We introduce a novel framework that leverages the Box-Cox transformation to address the skewed distribution of samples and incorporates additional critical predictors to enhance the accuracy of soil salinity (measured as electrical conductivity of the saturated soil extract, ECe) and sodicity (measured as exchangeable sodium percentage, ESP) estimates.
We provide high-resolution (1 km × 1 km) global maps of soil salinity and sodicity from 1980 to 2024 in GeoTIFF file format in WGS84 for each year.
Note: the scale factor for ECe and ESP maps is 0.001. NoData is 4.2949673e+09.
Files
ECe_1980.tif
Files
(38.4 GB)
| Name | Size | |
|---|---|---|
|
md5:0bb02bf19656b2c87e770c96b12319ea
|
438.5 MB | Preview Download |
|
md5:bf7f1800ebef727dbd120a0d840cc6ed
|
438.7 MB | Preview Download |
|
md5:296c0ac5304c16a22b10390f102ef2d3
|
437.5 MB | Preview Download |
|
md5:80f534e32890b77f1942078c10f4c973
|
439.3 MB | Preview Download |
|
md5:2c892bbc6e4e3dd3c65d24bda70f37c7
|
437.3 MB | Preview Download |
|
md5:081f3eb707e3a0158f5f28df1df301db
|
451.9 MB | Preview Download |
|
md5:887db4b9965b2c6e56e347c6b206e473
|
456.4 MB | Preview Download |
|
md5:e54efe1337426792cc7851bcc091f0a2
|
456.7 MB | Preview Download |
|
md5:1c4ae30a9d7f6e25ef013e38608f96bc
|
452.9 MB | Preview Download |
|
md5:b6d3e09e3cccad413da2bead71bbfba7
|
454.5 MB | Preview Download |
|
md5:974b6fc71c8cf9e36d7a6c2ac8a46257
|
454.9 MB | Preview Download |
|
md5:194db90071b4cb304a42b373f3c868ae
|
455.4 MB | Preview Download |
|
md5:4fa11aeb71e1e9731869e9d9c4df796a
|
462.1 MB | Preview Download |
|
md5:230adf0c996998b3628bbf03967ec5de
|
460.3 MB | Preview Download |
|
md5:14d73520f22628ea9b0f7b38e2fcb957
|
463.4 MB | Preview Download |
|
md5:f4caaa25638148bf9f74655acdfa8e21
|
462.5 MB | Preview Download |
|
md5:15bb467d049b455969bfe30a583777e8
|
460.3 MB | Preview Download |
|
md5:4416b11b2dc077ba5c4a8cfea9e8a580
|
460.1 MB | Preview Download |
|
md5:f065ae6b74fe209afc69d8bacd3095d7
|
463.7 MB | Preview Download |
|
md5:f4ba455bcb67bca537233f796bc3af90
|
458.4 MB | Preview Download |
|
md5:61f6a45481cac1d0a4fab6260b081a81
|
459.7 MB | Preview Download |
|
md5:f830076a2bf48adf8592f65c310cd24d
|
460.6 MB | Preview Download |
|
md5:133a9ce424ac2457adf30ac8585b224d
|
460.5 MB | Preview Download |
|
md5:e91db72797027fadadf565ea9ef7263b
|
459.2 MB | Preview Download |
|
md5:f830bd994ed667a580bb307d3d06036c
|
459.3 MB | Preview Download |
|
md5:3a308951b3a38c4a643d5ea8a3dbe6dc
|
458.8 MB | Preview Download |
|
md5:e34ed7e9189721db78f53a2d3b330091
|
458.2 MB | Preview Download |
|
md5:1fc7038a82d0a5e48c09e3ec9f397211
|
458.9 MB | Preview Download |
|
md5:38ae7211c1544e6d9c54d3cd59e39983
|
458.5 MB | Preview Download |
|
md5:1fc86df6dc3a8bff6f38c74ed558e4d2
|
458.0 MB | Preview Download |
|
md5:3b288e31d029e4432970cba9ffe49614
|
458.4 MB | Preview Download |
|
md5:0c93178fc9b466103adc1f266c240844
|
458.0 MB | Preview Download |
|
md5:87c027ef02289db717797c32321562dd
|
460.0 MB | Preview Download |
|
md5:250d6bede870fe23e4a5c1d7b06d4738
|
460.3 MB | Preview Download |
|
md5:8b2a435f3a9ff642badf678a98b30f05
|
461.0 MB | Preview Download |
|
md5:bb0f6e721bf00540b25b13c8433d82c0
|
461.8 MB | Preview Download |
|
md5:74e0cd7eea4eb9e1aa5c500ef83ba776
|
460.7 MB | Preview Download |
|
md5:9ee2abfe85d8831b62eee0fa9c27e8b6
|
460.9 MB | Preview Download |
|
md5:597ca588e0fea698bbae8a7a77c966e1
|
458.4 MB | Preview Download |
|
md5:c83e59b2c5395dadab4310e8b012e6fe
|
462.7 MB | Preview Download |
|
md5:fdeec5e291c7694b2211dc8d825ae7ea
|
461.5 MB | Preview Download |
|
md5:6514e0f3b99eb8a5ceb333562f768326
|
467.3 MB | Preview Download |
|
md5:5099de9f140bdf5283d1c6629d1fdecf
|
466.5 MB | Preview Download |
|
md5:222e73e4828e19a85bb5433d08ebad6d
|
495.5 MB | Preview Download |
|
md5:50226f6b71ad9355c92fd038ea6e6a7f
|
495.3 MB | Preview Download |
|
md5:c9934c7608cbf54ac113e22bf1fd87ee
|
413.9 MB | Preview Download |
|
md5:26f5d955926ec3a5f6336068f7f2ef5d
|
413.2 MB | Preview Download |
|
md5:57d6958db80e0f5c965e72d8773b3cf2
|
426.6 MB | Preview Download |
|
md5:b36c6456f00f1ef18c53cb0fb1a2502f
|
431.8 MB | Preview Download |
|
md5:9d1ce93543e35494910bdd46a314b651
|
431.0 MB | Preview Download |
|
md5:fb5458155bc3a19626fb414fe9ab5b50
|
432.1 MB | Preview Download |
|
md5:695199ccbdea62e106bb3954de909981
|
428.7 MB | Preview Download |
|
md5:c4db7c3dd02114099eba81b18b97ae0e
|
429.2 MB | Preview Download |
|
md5:fb0934ceb312dbc136a64a1e91d71834
|
434.8 MB | Preview Download |
|
md5:03a86fcc9455ca4f6a4d2680f0ca7a06
|
431.3 MB | Preview Download |
|
md5:6b3784835ebf4e82b6cdf154da343fc6
|
431.1 MB | Preview Download |
|
md5:637f689bd1e25d5445db9f3eb245f1ee
|
437.7 MB | Preview Download |
|
md5:6a6ac6c553595bbc9279b2186690a93d
|
434.5 MB | Preview Download |
|
md5:b9029b7d8dd447b4cb557177dce51806
|
437.3 MB | Preview Download |
|
md5:b0426ad6bbd27489ba2fcc2eb8eeb2a2
|
436.1 MB | Preview Download |
|
md5:f7d03f1078e6f7755f72a007f634d6f8
|
434.5 MB | Preview Download |
|
md5:be80eceefbd0fef46b4951bd6c84a8d0
|
429.5 MB | Preview Download |
|
md5:9b565622a773e4dc1a4c26a04c01fe1f
|
430.9 MB | Preview Download |
|
md5:0f942317f1e441f6a5bac10126b9831a
|
435.1 MB | Preview Download |
|
md5:016f303b2ef5bb49e1414236ef252d92
|
429.3 MB | Preview Download |
|
md5:af9e3d9f61c9678568f011f84f05866b
|
342.9 MB | Preview Download |
|
md5:ac38564bce54346007a3e450f6a583cf
|
350.5 MB | Preview Download |
|
md5:5400c615e4e1af249899f432cea57e38
|
344.1 MB | Preview Download |
|
md5:1b74c13a8d2f8ff6703d014299601cc5
|
349.6 MB | Preview Download |
|
md5:4245a1dd143228f9d1b156436bc22824
|
348.1 MB | Preview Download |
|
md5:309ddeb070d837cf4b893fe84dafc1e3
|
350.6 MB | Preview Download |
|
md5:436628f6cb235dc0cb7aaf1464b7246e
|
349.0 MB | Preview Download |
|
md5:c1e0002543dcf5aa17ad0f24ab21bdf2
|
350.4 MB | Preview Download |
|
md5:0a2951649b191f7b5263f11b5ef76771
|
346.9 MB | Preview Download |
|
md5:d6291c4a02e42959db65e31277550cf5
|
346.5 MB | Preview Download |
|
md5:4a4edf5b54276a7b25ae34ba52a4e286
|
346.3 MB | Preview Download |
|
md5:2b36a07836a56b345e4a1a123903b4ef
|
344.6 MB | Preview Download |
|
md5:4358dc6854d0603b90488a00e12ed44d
|
344.7 MB | Preview Download |
|
md5:e8b793090c8b1c751a53653e0810ccd6
|
344.6 MB | Preview Download |
|
md5:3ff598edbe7bb677f3b9f1f573bd4e7f
|
348.5 MB | Preview Download |
|
md5:d78512c77fa899fb6743ec846f1fd5d0
|
349.7 MB | Preview Download |
|
md5:3b3e6b497bd2f5d058e6675ff23ec246
|
353.8 MB | Preview Download |
|
md5:98ad33d3c89a80ccc8af5bf1513bf05f
|
352.3 MB | Preview Download |
|
md5:dfcdfcbb1281bedbcafab66a85c48805
|
348.4 MB | Preview Download |
|
md5:8b6c08dac888867ff7be555160faa8ad
|
352.1 MB | Preview Download |
|
md5:7b715037ef8fedefbaec1ecb7c742e19
|
355.5 MB | Preview Download |
|
md5:52a94981811db4d8f41a9c63ec2b2872
|
444.0 MB | Preview Download |
|
md5:d082ea882515ef0553342e6e46736177
|
441.8 MB | Preview Download |
|
md5:672ad0c7318d71c704dbe3189f107ed6
|
464.7 MB | Preview Download |
|
md5:8f42c9617c64a74ca36b9563813cb727
|
463.7 MB | Preview Download |