Figures & data
Figure 2. Frequency distributions of Bias (a), R (b), RMSE (c), and ubRMSE (d) between the four gridded datasets and in-situ soil moisture from 33 meteorological stations.
![Figure 2. Frequency distributions of Bias (a), R (b), RMSE (c), and ubRMSE (d) between the four gridded datasets and in-situ soil moisture from 33 meteorological stations.](/cms/asset/71072e19-31b4-4587-b2b7-bc8c6b9de42f/tjde_a_1820590_f0002_oc.jpg)
Figure 3. Relative uncertainty of the four gridded products during the period of 1982 − 2018 quantified by the TCH method.
![Figure 3. Relative uncertainty of the four gridded products during the period of 1982 − 2018 quantified by the TCH method.](/cms/asset/0adaf238-4f7c-4df2-b79f-2bb49afa1d4d/tjde_a_1820590_f0003_oc.jpg)
Figure 4. Temporal distribution of soil moisture during the period of 1982 − 2018 based on the four gridded products. (The boxplots display the median, inter-quantile range, upper, and lower quantiles of soil moisture. The white points present the mean values of soil moisture).
![Figure 4. Temporal distribution of soil moisture during the period of 1982 − 2018 based on the four gridded products. (The boxplots display the median, inter-quantile range, upper, and lower quantiles of soil moisture. The white points present the mean values of soil moisture).](/cms/asset/151a4773-fb1a-41f8-816f-b51bc950059d/tjde_a_1820590_f0004_oc.jpg)
Figure 5. Average soil moisture in different land cover regions during the period of 1982 − 2018 based on the four gridded products.
![Figure 5. Average soil moisture in different land cover regions during the period of 1982 − 2018 based on the four gridded products.](/cms/asset/5023c0a9-b870-4f3c-afe0-401ce7aad776/tjde_a_1820590_f0005_oc.jpg)
Figure 6. Spatial distribution of the average soil moisture in the Mongolian Plateau during the warm season of 1982 − 2018 based on the four gridded products.
![Figure 6. Spatial distribution of the average soil moisture in the Mongolian Plateau during the warm season of 1982 − 2018 based on the four gridded products.](/cms/asset/5c212fad-7353-49d5-bef8-b6a8fb839960/tjde_a_1820590_f0006_oc.jpg)
Figure 7. Variations of annual soil moisture during the period of 1982 − 2018 based on the four gridded products.
![Figure 7. Variations of annual soil moisture during the period of 1982 − 2018 based on the four gridded products.](/cms/asset/61b13a52-5e25-4153-90df-583b9da9687c/tjde_a_1820590_f0007_oc.jpg)
Table 1. Annual and seasonal change rates (m3·m−3/decade) of soil moisture during the period of 1982 − 2018 based on the four gridded products (* indicates p<0.05 and ** indicates p<0.01; the same below).
Figure 8. Percentage of study area showing different changing trends in soil moisture during the period of 1982 − 2018.
![Figure 8. Percentage of study area showing different changing trends in soil moisture during the period of 1982 − 2018.](/cms/asset/38de6400-1a15-4b9e-861c-8c9805520ffb/tjde_a_1820590_f0008_oc.jpg)
Figure 9. Spatiotemporal variations of soil moisture during the period of 1982 − 2018 based on the four gridded products.
![Figure 9. Spatiotemporal variations of soil moisture during the period of 1982 − 2018 based on the four gridded products.](/cms/asset/cd8f0c5f-2145-432c-9146-ed0d01ef040d/tjde_a_1820590_f0009_oc.jpg)
Figure 10. Percentage of different land covers showing different changing trends in soil moisture during the period of 1982 − 2018.
![Figure 10. Percentage of different land covers showing different changing trends in soil moisture during the period of 1982 − 2018.](/cms/asset/dbb184c2-8597-4f9f-ad3f-ce8069f757f5/tjde_a_1820590_f0010_oc.jpg)