Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-02T01:07:23.030779Z
Paper Citation Record · LEDGER
As of 23 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2607.00294.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-02T01:07:23.030779Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 6af37c5a-e3fb-494a-b98d-05fe752ee54f · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Inversion of surface parameters from polarimetric SAR,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d741703e-125c-4f94-b9ea-508f4a509225 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Potential of estimating soil moisture under vegetation cover by means of PolSAR,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b05f47bb-d861-4150-88c2-de271e1156d4 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Soil moisture estimation under low vegetation cover using a multi-angular polarimetric decomposition,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation fddd187e-eb3c-45d3-95ea-ffad734c2742 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Soil moisture retrieval over agricultural fields from L-band multi-incidence and multitemporal PolSAR observations using polari- metric decomposition techniques,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 0b4a2a1d-cae2-413d-bb0e-527ca4393d72 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Microwave backscatter dependence on surface roughness, soil moisture, and soil texture: Part i—bare soil,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 78f0e21f-b8e2-4196-998b-be33f0c2f639 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland An empirical model and an inversion technique for radar scattering from bare soil surfaces,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 803e0613-576a-4c91-85c2-c74154777c56 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Radar mapping of surface soil moisture,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation bd6b369c-c6b7-4a22-a528-333dfbbedff2 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Measuring soil moisture with imaging radars,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a977a32f-88ae-4389-b8d9-7faa9de1e02f · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Estimation of bare surface soil moisture and surface roughness parameter using l- band sar image data,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b2fb3c1b-d4ba-4340-9bb9-1f21b0cb0c79 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Vegetation modeled as a water cloud,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 123a4afe-124a-460c-a3bb-652127d27cc6 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Soil moisture retrieval over irrigated grassland using x- band sar data,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation cb2e1a22-c43a-4955-91c5-2ba832290314 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Incorporation of first-order backscattered power in water cloud model for improving the leaf area index and soil moisture retrieval using dual-polarized sentinel-1 sar data,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 242b7aea-badc-4fc1-aa03-28ddaa7ca0b6 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland An improved inversion algorithm for spatio-temporal retrieval of soil moisture through modified water cloud model using c-band sentinel-1a sar data,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 8d70c6c8-e912-481d-846d-aba9e35e688a · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland A three-component scattering model for polarimetric SAR data,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a943deb4-14b5-4f14-9bc5-52d8712159ba · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Four- component scattering model for polarimetric SAR image decomposi- tion,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 4fa903a9-0a5c-4e68-904b-bf15da7bc2b5 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Model-based decomposition of polarimetric SAR covariance matrices constrained for nonnegative eigenvalues,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation bae7f2ae-7aca-4b10-a750-a0017ee29c3e · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland A method for estimating soil moisture from ers scatterometer and soil data,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation bee8a670-c600-42e5-b1fa-90aa84814c45 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Dense temporal series of c- and l-band sar data for soil moisture retrieval over agricultural crops,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 88b8654f-5cae-46dd-856d-44e15dfdf1b7 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Sentinel-1 soil moisture at 1 km resolution: A validation study,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 12306937-4021-4efa-bb4e-d39814c5e43e · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland An advanced change detection method for time-series soil moisture retrieval from sentinel-1,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f1f82bb8-43fc-4de9-bc65-c3a091d69e70 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Soil moisture retrieval in agricultural fields using adaptive model-based po- larimetric decomposition of sar data,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b714b7d5-9fec-49a1-94f8-c97d1c6c9568 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Comparison of different polarimet- ric decompositions for soil moisture retrieval over vegetation covered agricultural area,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5f95b63f-2fd2-4644-9059-c47495877393 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland An approach to extended Fresnel scattering for modeling of depolarizing soil–trunk double-bounce scattering,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation edbb13af-29a6-46d5-bef1-1930d31e1252 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland V olume scattering modeling in PolSAR decompositions: Study of ALOS PALSAR data over boreal forest,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1f65bc72-5ffd-4297-a0e5-fc724229ea97 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Generating surface soil moisture at 30 m spatial resolution using both data fusion and machine learning toward better water resources management at the field scale,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 0581b239-e4a5-4104-8b12-2e2e783503a8 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Field-scale soil moisture retrieval using PALSAR-2 polarimetric de- composition and machine learning,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 8487201c-bf1e-4e0a-a383-6e9e8babb076 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Soil moisture retrieval over croplands using dual-pol l-band grd sar data,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 545479af-0a29-45aa-a8c9-295ae43a8370 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland A sentinel-1 sar-based global 1-km resolution soil moisture data product: Algorithm and preliminary assessment,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 15c57ba7-409f-4e90-987e-3810633f1792 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Four decades of microwave satellite soil moisture observations: Part 2. product validation and inter-satellite comparisons,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 96e3c28b-8b95-4ecb-b1f7-41cb7fa727f2 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Advances in soil moisture retrieval from synthetic aperture radar and hydrological applications,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2e00c81a-da51-46c0-b142-ac2423672beb · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Soil moisture prediction using remote sensing and machine learning algorithms: A review on progress, challenges, and opportunities,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 74b9c0a7-e84c-4c5f-a0d3-caec9929e7bb · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Are the current expectations for sar remote sensing of soil moisture using machine learning overoptimistic?
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 18f08e9a-be0d-4d9f-8cb0-aa09e9270fc6 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Continuous ground moisture monitoring at limestone quarry using multi-sensor sar images and in situ iot sensors,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7cfd7f35-5a52-48d1-bbf1-166abb281d90 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland High Resolution Sediment-Specific Surface Soil Moisture Retrieval Using Sentinel-1 Time Series and Auxiliary Data
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 8cc8d6c7-9bb8-40fa-9ddf-ca37086cabe4 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Palsar radiometric and geometric calibration,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation c207fc6f-7356-46a9-bb2f-bc93818ea51e · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Ortho- rectification and terrain correction of polarimetric sar data applied in the alos/palsar context,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3548acfc-9e13-4ba4-b875-bf52135e84d0 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Flattening gamma: Radiometric terrain correction for sar im- agery,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2df98ea8-fa4b-442d-99e4-3c145b228efb · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Elevation model 2 m,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f0accc49-3e87-4b2d-9a02-a1e3ca747e3d · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Alternatives to target entropy and alpha angle in sar polarimetry,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d8033f7a-b787-43bc-960c-4d7c9493c991 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland A time-series approach to estimate soil mois- ture using polarimetric radar data,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d434110e-5449-4f1f-98ad-5098fb1de737 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland A radar vegetation index for crop monitoring using compact polarimetric sar data,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 8fc60925-41cc-4c79-b57f-5f3eb6a1d7c1 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Ridge regression: Biased estimation for nonorthogonal problems
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation ac64ee74-10aa-4e16-96c5-a87fa39ead0a · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Nearest neighbor pattern classification,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 60377b29-a5cb-48c3-9c09-e81905e1c65b · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Combining national forest inventory field plots and remote sensing data for forest databases,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2eeadc33-944f-41be-9c85-8935eee4db29 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Polarimetric ALOS PALSAR time series in mapping biomass of boreal forests,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3343a694-23a9-4ca6-87e9-68aca8b5b88e · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland A meta-analysis of remote sensing research on supervised pixel-based land-cover image classification processes: General guidelines for practitioners and future research,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 00280426-f63f-4682-b8f0-1ba4f424a101 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland A tutorial on support vector regression,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 04e83654-897d-4e69-86df-2958abd30916 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Random forests,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 78ea911d-e908-4659-8ecd-46281e44291c · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Xgboost: A scalable tree boosting system
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f7c36b3f-5a63-4358-a2e4-01f54875b9ce · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Development of a biomass corrected soil moisture retrieval model for dual-polarization ALOS- 2 data based on ALOS/PALSAR and Pi-SAR-L2 observations,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7029487d-73e3-4a8b-9626-e4306157e853 · outbound
Polarimetric SAR Model Fitting for Soil Moisture Retrieval: Study of PALSAR-2 data over a Heterogeneous Mine Environment in Finland Soil moisture retrieval from time series multi-angular radar data using a dry down constraint,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
No inbound Pith citation observations are available.